source_node_id stringlengths 16 35 ⌀ | target_node_id stringlengths 16 35 ⌀ | relationship_type stringclasses 27
values | properties_json stringlengths 2 6.72k ⌀ |
|---|---|---|---|
cand_evt_scene_3e29f88342a19aba_1 | cand_evt_scene_d701dd432737fd23_02 | CAUSAL | {"strength": "strong", "description": "Sarah's refusal to let the Doctor abandon the mission (Episode 1) directly results in her urgent debriefing of UNIT (Episode 2), transforming the investigation's trajectory.", "inferred_by": "llm_cross_episode_character", "created_at": "2026-07-06T00:04:24.902000000+00:00", "conne... |
cand_evt_scene_3e29f88342a19aba_1 | cand_evt_scene_d15a522cd093549e_1 | CHARACTER_CONTINUITY | {"last_updated_at": "2026-07-05T23:58:15.517000000+00:00", "strength": "strong", "description": "Sarah halting the Doctor's departure (E1) by asserting the Brigadier's need for his help establishes her assertiveness in demanding expert intervention. This same assertiveness appears in E2 as she insists on raiding the Th... |
cand_evt_scene_3e29f88342a19aba_1 | cand_evt_scene_d15a522cd093549e_1 | THEMATIC_PARALLEL | {"strength": "medium", "description": "Sarah\u2019s insistence on action in Episode 1 (preventing the Doctor from leaving) mirrors her demand for a raid on the Think Tank in Episode 2, both rooted in her aggressive pursuit of truth despite institutional hesitation.", "inferred_by": "llm_cross_episode_character", "creat... |
cand_evt_scene_3e29f88342a19aba_1 | scene_3e29f88342a19aba | OCCURS_IN | {} |
cand_evt_scene_3e29f88342a19aba_1 | theme_05e21ec40cdb | EXEMPLIFIES_THEME | {} |
cand_evt_scene_c1198f34d265b346_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_c1198f34d265b346_1 | cand_evt_scene_b104138b8fdcff6f_01 | CAUSAL | {"strength": "strong", "description": "The robot's initial rampage and theft in Episode 1 (controlling circuitry) directly escalates the conflict, forcing the Doctor to later escape UNIT custody (using forged credentials) in Episode 3 by leveraging the same stolen technology against his captors.", "inferred_by": "llm_c... |
cand_evt_scene_c1198f34d265b346_1 | cand_evt_scene_b104138b8fdcff6f_01 | CHARACTER_CONTINUITY | {"strength": "medium", "description": "The Doctor's pattern of using unconventional methods (humor, improvisation) seen in his escape in Episode 3 has roots in his earlier chaotic regeneration and defiance in Episode 1, marking a continuous evolution of his rebellious response to control.", "inferred_by": "llm_cross_ep... |
cand_evt_scene_c1198f34d265b346_1 | cand_evt_scene_7239adadbd619b2d_01 | THEMATIC_PARALLEL | {"strength": "medium", "description": "Both events feature the misuse of robotic technology: Episode 1 shows theft of control parts, while Episode 3 shows reprogramming for mass murder, highlighting a common theme of technology subverted from its intended purpose.", "inferred_by": "llm_cross_episode_character", "create... |
cand_evt_scene_c1198f34d265b346_1 | scene_c1198f34d265b346 | OCCURS_IN | {} |
cand_evt_scene_c1198f34d265b346_1 | cand_evt_scene_f80231dec334e70c_01 | ESCALATION | {"strength": "strong", "description": "The robot's early theft of control circuitry (Episode 1) escalates to the assassination of a Cabinet Minister (Episode 2), demonstrating a clear trajectory of increasing violence and direct confrontation with authority figures.", "inferred_by": "llm_cross_episode_character", "crea... |
cand_evt_scene_c1198f34d265b346_1 | cand_evt_scene_7239adadbd619b2d_01 | ESCALATION | {"strength": "strong", "description": "The robot's escalating threat from Episode 1 (stealing control circuitry) culminates in Episode 3 with the SRS's genocidal plan executed by a reprogrammed robot, showing how the initial minor theft leads to a major existential threat.", "inferred_by": "llm_cross_episode_character"... |
cand_evt_scene_c1198f34d265b346_1 | cand_evt_scene_7239adadbd619b2d_01 | CALLBACK | {"strength": "strong", "description": "The reprogrammed robot in Episode 3\u2019s SRS meeting room is a direct echo of the uncontrolled automaton in Episode 1\u2019s stores room \u2014 both function as tools of extraction and destruction, only now amplified by human malice.", "inferred_by": "llm_cross_episode_character... |
cand_evt_scene_5851434f1163572e_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_5851434f1163572e_1 | cand_evt_scene_d701dd432737fd23_01 | THEMATIC_PARALLEL | {"strength": "medium", "description": "The Doctor's compulsive behavior in Episode 1 (wardrobe antics) mirrors his strategic deflection tactics in Episode 2 (building towers), both instances highlighting his chaotic yet insightful problem-solving.", "inferred_by": "llm_cross_episode_character", "created_at": "2026-07-0... |
cand_evt_scene_5851434f1163572e_1 | scene_5851434f1163572e | OCCURS_IN | {} |
cand_evt_scene_3ee4dc234d6bf5ef_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_3ee4dc234d6bf5ef_1 | scene_3ee4dc234d6bf5ef | OCCURS_IN | {} |
cand_evt_scene_3ee4dc234d6bf5ef_1 | cand_evt_scene_2902f397e0d66e9e_2 | SYMBOLIC_PARALLEL | {"strength": "medium", "description": "The Doctor's forensic observation of the crushed dandelion (measuring the robot's weight) parallels his later discovery of Jellicoe's clandestine meeting, both instances where minor details reveal hidden truths.", "inferred_by": "llm_cross_episode_character", "created_at": "2026-0... |
cand_evt_scene_3ee4dc234d6bf5ef_1 | cand_evt_scene_85786fb30e3ed641_1 | CALLBACK | {"strength": "medium", "description": "The Doctor\u2019s use of a dandelion to deduce the robot\u2019s weight (Episode 1) is referenced in Episode 2 when he deconstructs alien invasion theories and points to the robot as the weapon, showing his consistent reliance on unconventional observational tactics.", "inferred_by... |
cand_evt_scene_3ee4dc234d6bf5ef_2 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_3ee4dc234d6bf5ef_2 | scene_3ee4dc234d6bf5ef | OCCURS_IN | {} |
cand_evt_scene_3ee4dc234d6bf5ef_2 | theme_c879f7bdd1ee | EXEMPLIFIES_THEME | {} |
cand_evt_scene_3ee4dc234d6bf5ef_2 | theme_05e21ec40cdb | EXEMPLIFIES_THEME | {} |
cand_evt_scene_413d75f4c982a2f3_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_413d75f4c982a2f3_1 | cand_evt_scene_59ad5cd4399c5330_1 | CHARACTER_CONTINUITY | {"strength": "strong", "description": "The Doctor's deduction about the stolen components (disintegrator gun control circuitry) foreshadows the Brigadier's later revelation about the stolen Dynasty thermolock, linking the robot's thefts to political sabotage.", "inferred_by": "llm_cross_episode_character", "created_at"... |
cand_evt_scene_413d75f4c982a2f3_1 | scene_413d75f4c982a2f3 | OCCURS_IN | {} |
cand_evt_scene_213d04796c6b82ac_0 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_213d04796c6b82ac_0 | cand_evt_scene_fb046acecbd21475_1 | CAUSAL | {"strength": "strong", "description": "Sarah Jane's unauthorized arrival at the Think Tank in Episode 1 (cand_evt_scene_213d04796c6b82ac_0) directly leads to her confrontation with Hilda Winters over the robot's presence in Episode 2 (cand_evt_scene_fb046acecbd21475_1). Her investigative instincts and breach of protoco... |
cand_evt_scene_213d04796c6b82ac_0 | cand_evt_scene_4ced0169d43fcda8_1 | CAUSAL | {"strength": "strong", "description": "Sarah's journalistic intrusion into the Think Tank in Episode 1 directly leads to Kettlewell's distressed contact with the Doctor in Episode 2, as her investigation drives the Think Tank to accelerate illegal robotics work, destabilizing the robots.", "inferred_by": "llm_cross_epi... |
cand_evt_scene_213d04796c6b82ac_0 | cand_evt_scene_8bd1d7d93ad809ba_1 | THEMATIC_PARALLEL | {"strength": "medium", "description": "Sarah Jane's unauthorized entry and investigation into the Think Tank's Robotics Section in Episode 1 parallels her determined confrontation with Hilda and Jellicoe in Episode 2, where she uncovers the robot's lethal design despite institutional obstruction.", "inferred_by": "llm_... |
cand_evt_scene_213d04796c6b82ac_0 | scene_213d04796c6b82ac | OCCURS_IN | {} |
cand_evt_scene_213d04796c6b82ac_0 | arc_24ad3aeecf15 | PART_OF_ARC | {"role": "START"} |
cand_evt_scene_213d04796c6b82ac_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_213d04796c6b82ac_1 | cand_evt_scene_fb046acecbd21475_1 | CHARACTER_CONTINUITY | {"strength": "strong", "description": "Hilda Winters' professional composure and subtle hostility toward Sarah Jane in Episode 1 (cand_evt_scene_213d04796c6b82ac_1) is directly mirrored in Episode 2 (cand_evt_scene_fb046acecbd21475_1), where she maintains her icy politeness while concealing her hostility behind a mask ... |
cand_evt_scene_213d04796c6b82ac_1 | cand_evt_scene_addd93292f354e6d_1 | CHARACTER_CONTINUITY | {"strength": "strong", "description": "Jellicoe's irritation at Sarah's presence and journalistic interference in Episode 1 transitions into his visible discomfort and loyalty conflict during the Ministry inspection in Episode 2, revealing his ongoing tension between duty and discomfort with deception.", "inferred_by":... |
cand_evt_scene_213d04796c6b82ac_1 | scene_213d04796c6b82ac | OCCURS_IN | {} |
cand_evt_scene_213d04796c6b82ac_1 | arc_24ad3aeecf15 | PART_OF_ARC | {"role": "CLIMAX"} |
cand_evt_scene_213d04796c6b82ac_1 | cand_evt_scene_0af3e0533958b553_1 | CALLBACK | {"last_updated_at": "2026-07-06T00:06:41.335000000+00:00", "strength": "strong", "description": "Jellicoe's visible irritation and disdain toward Sarah Jane Smith during her initial arrival at the Think Tank in Episode 1 is directly mirrored and escalated in Episode 2, where he continues to act as Hilda's enforcer duri... |
cand_evt_scene_213d04796c6b82ac_1 | cand_evt_scene_8bd1d7d93ad809ba_3 | CALLBACK | {"strength": "medium", "description": "Hilda's dismissal of Sarah Jane's concerns in Episode 1 (cand_evt_scene_213d04796c6b82ac_1) is recalled in Episode 2 (cand_evt_scene_8bd1d7d93ad809ba_3), when she weaponizes the robot against Sarah, forcing it to confront the ethical constraints Hilda claims to uphold.", "inferred... |
cand_evt_scene_213d04796c6b82ac_1 | cand_evt_scene_2e2fdada180f8798_1 | CALLBACK | {"strength": "medium", "description": "The Think Tank\u2019s disdain for outsiders (Jellicoe snubbing Sarah) foreshadows the Kaled military\u2019s disdain for outsiders and mutos. Both episodes depict elite institutions rejecting external scrutiny, which the Doctor disrupts.", "inferred_by": "llm_cross_episode_characte... |
cand_evt_scene_213d04796c6b82ac_1 | theme_c879f7bdd1ee | EXEMPLIFIES_THEME | {} |
cand_evt_scene_7ac2a441e6045e17_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_7ac2a441e6045e17_1 | scene_7ac2a441e6045e17 | OCCURS_IN | {} |
cand_evt_scene_7ac2a441e6045e17_1 | arc_9dda240d290e | PART_OF_ARC | {"role": "CLIMAX"} |
cand_evt_scene_7ac2a441e6045e17_1 | arc_ea2fa09cf676 | PART_OF_ARC | {"role": "RESOLUTION"} |
cand_evt_scene_7ac2a441e6045e17_1 | cand_evt_scene_52790feb7d458abf_1 | ESCALATION | {"strength": "strong", "description": "The Doctor's deductive analysis of the robot's sinister intent in Episode 1 escalates into a direct operational plan involving the Brigadier in Episode 4, marking the intensification of their collaborative (and conflicting) crisis management.", "inferred_by": "llm_cross_episode_ar... |
cand_evt_scene_7ac2a441e6045e17_1 | cand_evt_scene_926db70d900d2ab5_2 | CALLBACK | {"strength": "strong", "description": "The Doctor's analysis in Episode 1 of the robot's intent to assemble a disintegration gun serves as a callback to his later declaration of a global emergency in Episode 4, where his understanding of the robot's programming reaches its climax.", "inferred_by": "llm_cross_episode_ar... |
cand_evt_scene_7ac2a441e6045e17_1 | theme_05e21ec40cdb | EXEMPLIFIES_THEME | {} |
cand_evt_scene_7ac2a441e6045e17_2 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_7ac2a441e6045e17_2 | scene_7ac2a441e6045e17 | OCCURS_IN | {} |
cand_evt_scene_7ac2a441e6045e17_2 | cand_evt_scene_d15a522cd093549e_1 | ESCALATION | {"strength": "strong", "description": "The Brigadier's immediate lockdown orders in Episode 1 (due to the robotic threat) escalate into Sarah's urgent demand for a direct raid on the Think Tank in Episode 2, reflecting the team's frustration and desperation as the conspiracy deepens.", "inferred_by": "llm_cross_episode... |
cand_evt_scene_7ac2a441e6045e17_2 | theme_0855eef590c5 | EXEMPLIFIES_THEME | {} |
cand_evt_scene_7ac2a441e6045e17_3 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_7ac2a441e6045e17_3 | cand_evt_scene_d701dd432737fd23_01 | CAUSAL | {"strength": "strong", "description": "The Doctor and Harry's urgent pursuit of the rogue robot in Episode 1 (using the Land Rover) directly leads to their continued collaboration in Episode 2, where they work together to interrogate the Brigadier about the conspiracy and the Scientific Reform Society.", "inferred_by":... |
cand_evt_scene_7ac2a441e6045e17_3 | scene_7ac2a441e6045e17 | OCCURS_IN | {} |
cand_evt_scene_7ac2a441e6045e17_3 | arc_64bd31146a03 | PART_OF_ARC | {"role": "RESOLUTION"} |
cand_evt_scene_00055d1f585e3799_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_00055d1f585e3799_1 | cand_evt_scene_8bd1d7d93ad809ba_1 | CAUSAL | {"strength": "strong", "description": "Sarah Jane's stumbling upon old robotics work and exposed negligence in Episode 1 (cand_evt_scene_00055d1f585e3799_1) directly leads to her uncovering the concealed experimental robot in Episode 2 (cand_evt_scene_8bd1d7d93ad809ba_1). Her investigative instincts and questioning exp... |
cand_evt_scene_00055d1f585e3799_1 | cand_evt_scene_fb046acecbd21475_1 | THEMATIC_PARALLEL | {"strength": "strong", "description": "Sarah stumbling upon old robotics work (E1) parallels her unexpected discovery of an activated robot in the same facility (E2). Both moments represent Sarah encountering hidden dangers through her investigative initiative.", "inferred_by": "llm_cross_episode_character", "created_a... |
cand_evt_scene_00055d1f585e3799_1 | scene_00055d1f585e3799 | OCCURS_IN | {} |
cand_evt_scene_00055d1f585e3799_1 | cand_evt_scene_b34dc64903016a61_1 | FORESHADOWING | {"strength": "strong", "description": "Sarah's discovery of neglected robotics work at the Think Tank in Episode 1 foreshadows the dangerous, unchecked robotics experiments later revealed in Episode 2, where Hilda and Jellicoe secretly test and weaponize the machines.", "inferred_by": "llm_cross_episode_character", "cr... |
cand_evt_scene_00055d1f585e3799_1 | arc_24ad3aeecf15 | PART_OF_ARC | {"role": "RESOLUTION"} |
cand_evt_scene_00055d1f585e3799_1 | cand_evt_scene_8bd1d7d93ad809ba_4 | ESCALATION | {"strength": "strong", "description": "Sarah Jane's discovery of the Think Tank's negligence and hidden robotics work in Episode 1 (cand_evt_scene_00055d1f585e3799_1) escalates in Episode 2 (cand_evt_scene_8bd1d7d93ad809ba_4), where she learns of the robot's lethal programming and Hilda's weaponization of it against he... |
cand_evt_scene_00055d1f585e3799_1 | cand_evt_scene_addd93292f354e6d_2 | ESCALATION | {"strength": "strong", "description": "The exposed negligence in robotics work in Episode 1 escalates into the Think Tank's efforts to manage external scrutiny (Ministry inspection) in Episode 2, revealing a pattern of deception and control that intensifies the threat to both Sarah and the organization's secrecy.", "in... |
cand_evt_scene_00055d1f585e3799_1 | theme_ff7f2ee559ee | EXEMPLIFIES_THEME | {} |
cand_evt_scene_8d5b360658079be5_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_8d5b360658079be5_1 | scene_8d5b360658079be5 | OCCURS_IN | {} |
cand_evt_scene_8d5b360658079be5_1 | theme_ff7f2ee559ee | EXEMPLIFIES_THEME | {} |
cand_evt_scene_8d5b360658079be5_2 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_8d5b360658079be5_2 | scene_8d5b360658079be5 | OCCURS_IN | {} |
cand_evt_scene_8d5b360658079be5_2 | theme_c879f7bdd1ee | EXEMPLIFIES_THEME | {} |
cand_evt_scene_50baa2bbd5b04d95_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_50baa2bbd5b04d95_1 | scene_50baa2bbd5b04d95 | OCCURS_IN | {} |
cand_evt_scene_50baa2bbd5b04d95_1 | arc_64bd31146a03 | PART_OF_ARC | {"role": "CLIMAX"} |
cand_evt_scene_50baa2bbd5b04d95_2 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_50baa2bbd5b04d95_2 | scene_50baa2bbd5b04d95 | OCCURS_IN | {} |
cand_evt_scene_07c2f671565755bc_01 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_07c2f671565755bc_01 | cand_evt_scene_a854e7a1f0a5417e_1 | CAUSAL | {"strength": "medium", "description": "Sarah Jane's earlier visit to Kettlewell seeking answers about Think Tank's robotics (E1) sets up the Doctor and Brigadier's confrontation with Kettlewell about K-1 in E2. Kettlewell's tension during Sarah's questioning in E1 foreshadows his full confession in E2.", "inferred_by":... |
cand_evt_scene_07c2f671565755bc_01 | cand_evt_scene_220799a50ef41ede_1 | CAUSAL | {"strength": "strong", "description": "Kettlewell's prior dismissal of Sarah Jane's inquiries and his claims of disillusionment with robotics make his later emotional breakdown when the robot appears even more devastating and thematically resonant.", "inferred_by": "llm_cross_episode_character", "created_at": "2026-07-... |
cand_evt_scene_07c2f671565755bc_01 | cand_evt_scene_a854e7a1f0a5417e_2 | CHARACTER_CONTINUITY | {"strength": "strong", "description": "Kettlewell's evasiveness and abrupt dismissal of Sarah's questions about robotics in Episode 1 is directly contradicted by his later forced admissions in Episode 2, revealing his internal conflict and guilt.", "inferred_by": "llm_cross_episode_character", "created_at": "2026-07-06... |
cand_evt_scene_07c2f671565755bc_01 | cand_evt_scene_a854e7a1f0a5417e_1 | NARRATIVELY_FOLLOWS | {"strength": "strong", "description": "Sarah Jane's initial probe of Kettlewell's disillusionment with conventional science and his focus on alternative energy directly sets up his later emotional breakdown when admitting his role in K-1's creation and flawed programming.", "inferred_by": "llm_cross_episode_character",... |
cand_evt_scene_07c2f671565755bc_01 | scene_07c2f671565755bc | OCCURS_IN | {} |
cand_evt_scene_a66eac7fab3c2a4d_0 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_a66eac7fab3c2a4d_0 | scene_a66eac7fab3c2a4d | OCCURS_IN | {} |
cand_evt_scene_d1a9df91078fc0ff_1 | ep_sea_ser_doctor_who_s12_e01 | PART_OF_EPISODE | {} |
cand_evt_scene_d1a9df91078fc0ff_1 | scene_d1a9df91078fc0ff | OCCURS_IN | {} |
cand_evt_scene_d1a9df91078fc0ff_1 | cand_evt_scene_2e2fdada180f8798_1 | CALLBACK | {"strength": "medium", "description": "Sarah Jane\u2019s manipulation of a Kaled Perimeter Guard to gain unauthorized access in Episode 1 resonates with the Doctor\u2019s later manipulation of a Kaled perimeter guard in Episode 11. Both use narrative deceit and trust exploitation to bypass security in hostile environme... |
agent_48494d3228b3 | org_ecf1595a0d95 | AFFILIATED_WITH | {"reasoning": "Alistair Gordon Lethbridge-Stewart commands UNIT, exercising disciplined authority and operational control, indicating a clear and genuine affiliation with the organization.", "inferred_by": "llm_affiliation_inference", "created_at": "2026-03-26T06:41:03.656000000+00:00", "confidence": 0.9, "relationship... |
agent_48494d3228b3 | arc_9dda240d290e | INVOLVED_IN_ARC | {} |
agent_48494d3228b3 | arc_64bd31146a03 | INVOLVED_IN_ARC | {} |
agent_48494d3228b3 | arc_ea2fa09cf676 | INVOLVED_IN_ARC | {} |
agent_48494d3228b3 | arc_dd5e84fc192c | INVOLVED_IN_ARC | {} |
agent_48494d3228b3 | arc_86a33a8c83a3 | INVOLVED_IN_ARC | {} |
agent_48494d3228b3 | arc_548347d92aa3 | INVOLVED_IN_ARC | {} |
agent_48494d3228b3 | theme_c879f7bdd1ee | RELATED_TO_THEME | {} |
agent_48494d3228b3 | theme_0855eef590c5 | RELATED_TO_THEME | {} |
agent_48494d3228b3 | theme_ff7f2ee559ee | RELATED_TO_THEME | {} |
agent_48494d3228b3 | theme_1e090a853407 | RELATED_TO_THEME | {} |
agent_48494d3228b3 | theme_aa0a80d897a7 | RELATED_TO_THEME | {} |
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