Triple

T20469754
Position Surface form Disambiguated ID Type / Status
Subject Judge Tyrone Kipler E502156 entity
Predicate workBySameAuthor P98868 FINISHED
Object The Firm
The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
E242318 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: The Firm | Statement: [Judge Tyrone Kipler, workBySameAuthor, The Firm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Firm
Context triple: [Judge Tyrone Kipler, workBySameAuthor, The Firm]
  • A. The Firm
    The Firm was a 1990s American hip hop supergroup best known for its members Nas, Foxy Brown, AZ, and Nature and their collaborative album "The Album."
  • B. The Firm
    The Firm was a 19th-century British decorative arts company founded by William Morris that played a key role in the Arts and Crafts movement through its handcrafted furniture, textiles, and stained glass.
  • C. The Firm
    The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
  • D. The Firm
    The Firm was the notorious London crime syndicate led by the Kray twins, Ronnie and Reggie, that dominated the city’s underworld in the 1950s and 1960s.
  • E. The Firm
    The Firm is a British hip hop group known for its contributions to the UK rap scene.
  • 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: The Firm
Triple: [Judge Tyrone Kipler, workBySameAuthor, The Firm]
Generated description
The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Firm
Target entity description: The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
  • A. The Firm chosen
    The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
  • B. The Firm
    The Firm is a 1993 legal thriller film based on John Grisham’s novel, starring Tom Cruise as a young lawyer who discovers his prestigious law firm is a front for organized crime.
  • C. The Firm
    The Firm was the notorious London crime syndicate led by the Kray twins, Ronnie and Reggie, that dominated the city’s underworld in the 1950s and 1960s.
  • D. The Firm
    The Firm was a 1990s American hip hop supergroup best known for its members Nas, Foxy Brown, AZ, and Nature and their collaborative album "The Album."
  • E. The Firm
    The Firm is a British hip hop group known for its contributions to the UK rap scene.
  • F. None of above.

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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6995f753081909bbe03f7c251d9c1 completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b1c8764819082fab819e2114156 completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088c75b09081908a35bc7a9b6a45ce completed May 16, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_6a088d8c3ab08190a399dba52e3c99f5 completed May 16, 2026, 3:30 p.m.
Created at: April 16, 2026, 11:33 a.m.