Triple

T2273736
Position Surface form Disambiguated ID Type / Status
Subject Spectre E50720 entity
Predicate character P662 FINISHED
Object Madeleine Swann
Madeleine Swann is a French psychologist and the primary Bond girl and love interest of James Bond in the Daniel Craig-era films "Spectre" and "No Time to Die."
E250908 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Madeleine Swann | Statement: [Spectre, character, Madeleine Swann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madeleine Swann
Context triple: [Spectre, character, Madeleine Swann]
  • A. Helena Swanwick
    Helena Swanwick was a British feminist, journalist, and prominent pacifist campaigner active in the early 20th century peace and suffrage movements.
  • B. Bella Swan
    Bella Swan is the human-turned-vampire protagonist of Stephenie Meyer’s Twilight Saga, known for her intense romance with Edward Cullen and central role in the series’ supernatural conflicts.
  • C. Renesmee Cullen
    Renesmee Cullen is the half-human, half-vampire daughter of Bella Swan and Edward Cullen in the Twilight Saga, whose rapid growth and unique abilities make her central to the series’ final conflict.
  • D. Michonne
    Michonne is a katana-wielding survivor and one of the most iconic, resilient leaders in the post-apocalyptic horror franchise The Walking Dead.
  • E. Evangeline Bellefontaine
    Evangeline Bellefontaine is a fictional protagonist, likely from a narrative centered on her personal journey, relationships, and transformative experiences.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Madeleine Swann
Triple: [Spectre, character, Madeleine Swann]
Generated description
Madeleine Swann is a French psychologist and the primary Bond girl and love interest of James Bond in the Daniel Craig-era films "Spectre" and "No Time to Die."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madeleine Swann
Target entity description: Madeleine Swann is a French psychologist and the primary Bond girl and love interest of James Bond in the Daniel Craig-era films "Spectre" and "No Time to Die."
  • A. Helena Swanwick
    Helena Swanwick was a British feminist, journalist, and prominent pacifist campaigner active in the early 20th century peace and suffrage movements.
  • B. Bella Swan
    Bella Swan is the human-turned-vampire protagonist of Stephenie Meyer’s Twilight Saga, known for her intense romance with Edward Cullen and central role in the series’ supernatural conflicts.
  • C. Renesmee Cullen
    Renesmee Cullen is the half-human, half-vampire daughter of Bella Swan and Edward Cullen in the Twilight Saga, whose rapid growth and unique abilities make her central to the series’ final conflict.
  • D. Michonne
    Michonne is a katana-wielding survivor and one of the most iconic, resilient leaders in the post-apocalyptic horror franchise The Walking Dead.
  • E. Evangeline Bellefontaine
    Evangeline Bellefontaine is a fictional protagonist, likely from a narrative centered on her personal journey, relationships, and transformative experiences.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ea6cc88190982527774223127f completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71ddc66c81909525394a8b2bb4e0 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.