Triple

T16009416
Position Surface form Disambiguated ID Type / Status
Subject Lyra Belacqua E388299 entity
Predicate enemy P4567 FINISHED
Object Mrs Coulter (early in series)
Mrs Coulter (early in the series) is a beautiful, manipulative, and ruthlessly ambitious woman who secretly serves the authoritarian Magisterium while using her charm and intelligence to pursue sinister experiments involving children.
E1189650 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: Mrs Coulter (early in series) | Statement: [Lyra Belacqua, enemy, Mrs Coulter (early in series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mrs Coulter (early in series)
Context triple: [Lyra Belacqua, enemy, Mrs Coulter (early in series)]
  • A. Mrs. Ross in The Whisperers
    Mrs. Ross in *The Whisperers* is the impoverished, mentally fragile elderly woman at the center of the film’s story, portrayed in a critically acclaimed performance by Edith Evans.
  • B. Mrs. Cassilis
    Mrs. Cassilis is a central fictional character in William Black’s 1871 novel "A Daughter of Heth," around whom much of the story’s social and emotional drama revolves.
  • C. Mrs. Haggett
    Mrs. Haggett is a central, socially ambitious matriarch in Sidney Howard’s play "The Late Christopher Bean," whose reactions to an unexpected artistic legacy drive much of the story’s comedy and conflict.
  • D. Mrs. Claypool
    Mrs. Claypool is a wealthy, socially ambitious widow who becomes entangled with the Marx Brothers’ comic schemes in the film "A Night at the Opera."
  • E. Mrs Macey
    Mrs Macey is a central character in the British period drama "Lark Rise to Candleford," known for her role within the close-knit rural community the series portrays.
  • 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: Mrs Coulter (early in series)
Triple: [Lyra Belacqua, enemy, Mrs Coulter (early in series)]
Generated description
Mrs Coulter (early in the series) is a beautiful, manipulative, and ruthlessly ambitious woman who secretly serves the authoritarian Magisterium while using her charm and intelligence to pursue sinister experiments involving children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mrs Coulter (early in series)
Target entity description: Mrs Coulter (early in the series) is a beautiful, manipulative, and ruthlessly ambitious woman who secretly serves the authoritarian Magisterium while using her charm and intelligence to pursue sinister experiments involving children.
  • A. Mrs. Ross in The Whisperers
    Mrs. Ross in *The Whisperers* is the impoverished, mentally fragile elderly woman at the center of the film’s story, portrayed in a critically acclaimed performance by Edith Evans.
  • B. Mrs. Cassilis
    Mrs. Cassilis is a central fictional character in William Black’s 1871 novel "A Daughter of Heth," around whom much of the story’s social and emotional drama revolves.
  • C. Mrs. Haggett
    Mrs. Haggett is a central, socially ambitious matriarch in Sidney Howard’s play "The Late Christopher Bean," whose reactions to an unexpected artistic legacy drive much of the story’s comedy and conflict.
  • D. Mrs. Claypool
    Mrs. Claypool is a wealthy, socially ambitious widow who becomes entangled with the Marx Brothers’ comic schemes in the film "A Night at the Opera."
  • E. Mrs Macey
    Mrs Macey is a central character in the British period drama "Lark Rise to Candleford," known for her role within the close-knit rural community the series portrays.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1828e9e708190aec0078913bf098a completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf24a9d8819083d7b11d71442da6 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd065cb948190b0ad7e89a12ce535 completed May 10, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1a52de08190a7b283af83be1f42 completed May 10, 2026, 12:30 a.m.
Created at: April 10, 2026, 4:55 a.m.