Triple

T8669679
Position Surface form Disambiguated ID Type / Status
Subject The Town E205762 entity
Predicate mainCharacter P1183 FINISHED
Object FBI Special Agent Adam Frawley
FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
E750074 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: FBI Special Agent Adam Frawley | Statement: [The Town, mainCharacter, FBI Special Agent Adam Frawley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI Special Agent Adam Frawley
Context triple: [The Town, mainCharacter, FBI Special Agent Adam Frawley]
  • A. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • B. ATF agent Ray Nicolet
    ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • C. Don Gately
    Don Gately is a central character in David Foster Wallace’s novel "Infinite Jest," a former Demerol addict and ex-burglar who works as a live-in staffer at a Boston halfway house and struggles toward sobriety and moral responsibility.
  • D. Michael Westen
    Michael Westen is the resourceful former spy and main protagonist of the television series "Burn Notice," known for using his intelligence and tradecraft to help people while investigating why he was blacklisted.
  • E. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • 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: FBI Special Agent Adam Frawley
Triple: [The Town, mainCharacter, FBI Special Agent Adam Frawley]
Generated description
FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI Special Agent Adam Frawley
Target entity description: FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • A. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • B. ATF agent Ray Nicolet
    ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • C. Don Gately
    Don Gately is a central character in David Foster Wallace’s novel "Infinite Jest," a former Demerol addict and ex-burglar who works as a live-in staffer at a Boston halfway house and struggles toward sobriety and moral responsibility.
  • D. Michael Westen
    Michael Westen is the resourceful former spy and main protagonist of the television series "Burn Notice," known for using his intelligence and tradecraft to help people while investigating why he was blacklisted.
  • E. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4917cb9881909a73b74e54250613 completed March 31, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd2b996481908da33fbd95494376 completed April 2, 2026, 8:10 p.m.
NEDg Description generation batch_69cece8fcbcc8190832a66287bc8f833 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecff48600819086a15700cb947056 completed April 2, 2026, 8:22 p.m.
Created at: March 30, 2026, 6:31 p.m.