Triple

T10210709
Position Surface form Disambiguated ID Type / Status
Subject The Firm E242318 entity
Predicate mainCharacter P1183 FINISHED
Object DeVasher
DeVasher is a ruthless head of security for a corrupt law firm in John Grisham’s legal thriller "The Firm."
 E850120 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: DeVasher | Statement: [The Firm, mainCharacter, DeVasher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DeVasher
Context triple: [The Firm, mainCharacter, DeVasher]
  • A. Devorski
    Devorski is a surname most notably associated with Paul Devorski, a former National Hockey League referee.
  • B. Donoven
    Donoven is an alternative spelling of the given name Donovan, which is of Irish origin and used as a masculine first name and surname.
  • C. DeVoe
    DeVoe is the surname of Ronnie DeVoe, an American singer and member of the R&B groups New Edition and Bell Biv DeVoe.
  • D. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • E. Devin
    Devin is a small spa town in southern Bulgaria, renowned for its mineral springs and scenic location in the Rhodope Mountains.
  • 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: DeVasher
Triple: [The Firm, mainCharacter, DeVasher]
Generated description
DeVasher is a ruthless head of security for a corrupt law firm in John Grisham’s legal thriller "The Firm."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DeVasher
Target entity description: DeVasher is a ruthless head of security for a corrupt law firm in John Grisham’s legal thriller "The Firm."
  • A. Devorski
    Devorski is a surname most notably associated with Paul Devorski, a former National Hockey League referee.
  • B. Donoven
    Donoven is an alternative spelling of the given name Donovan, which is of Irish origin and used as a masculine first name and surname.
  • C. DeVoe
    DeVoe is the surname of Ronnie DeVoe, an American singer and member of the R&B groups New Edition and Bell Biv DeVoe.
  • D. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • E. Devin
    Devin is a small spa town in southern Bulgaria, renowned for its mineral springs and scenic location in the Rhodope Mountains.
  • 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_69d381ae26c48190985abd0e25ee5d04 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d395fbed008190b66996f5bb397853 completed April 6, 2026, 11:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d652d8088c819084040883f2ab9dc6 completed April 8, 2026, 1:06 p.m.
NEDg Description generation batch_69d656a847fc8190af1f3e131e4200b3 completed April 8, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69d6570d98f881909b9591f9d953eb35 completed April 8, 2026, 1:24 p.m.
Created at: April 6, 2026, 11:01 a.m.