Triple

T12683549
Position Surface form Disambiguated ID Type / Status
Subject Hesher E303006 entity
Predicate mainCharacter P1183 FINISHED
Object T. J. Forney
T. J. Forney is a troubled young boy at the center of the dark comedy-drama film "Hesher," struggling with grief and anger after the death of his mother.
E997784 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: T. J. Forney | Statement: [Hesher, mainCharacter, T. J. Forney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: T. J. Forney
Context triple: [Hesher, mainCharacter, T. J. Forney]
  • A. T. J. O’Donnell
    T. J. O’Donnell was the oil prospector credited with discovering California’s Kern River Oil Field, one of the state’s historically significant petroleum deposits.
  • B. T.J. Parker
    T.J. Parker is a French professional basketball coach and former player, known for coaching top-tier European clubs and being the brother of NBA star Tony Parker.
  • C. T.J. Hanniger
    T.J. Hanniger is a central protagonist in the 1981 Canadian slasher film "My Bloody Valentine," known for returning to his mining hometown as a love-triangle and potential-suspect figure amid a series of brutal murders.
  • D. T.J. Detweiler
    T.J. Detweiler is the mischievous, charismatic leader of the main group of kids in the animated television series "Recess."
  • E. T.J. Hammond
    T.J. Hammond is a troubled, politically connected young man and the son of a former First Lady in the TV miniseries "Political Animals."
  • 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: T. J. Forney
Triple: [Hesher, mainCharacter, T. J. Forney]
Generated description
T. J. Forney is a troubled young boy at the center of the dark comedy-drama film "Hesher," struggling with grief and anger after the death of his mother.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: T. J. Forney
Target entity description: T. J. Forney is a troubled young boy at the center of the dark comedy-drama film "Hesher," struggling with grief and anger after the death of his mother.
  • A. T. J. O’Donnell
    T. J. O’Donnell was the oil prospector credited with discovering California’s Kern River Oil Field, one of the state’s historically significant petroleum deposits.
  • B. T.J. Parker
    T.J. Parker is a French professional basketball coach and former player, known for coaching top-tier European clubs and being the brother of NBA star Tony Parker.
  • C. T.J. Hanniger
    T.J. Hanniger is a central protagonist in the 1981 Canadian slasher film "My Bloody Valentine," known for returning to his mining hometown as a love-triangle and potential-suspect figure amid a series of brutal murders.
  • D. T.J. Detweiler
    T.J. Detweiler is the mischievous, charismatic leader of the main group of kids in the animated television series "Recess."
  • E. T.J. Hammond
    T.J. Hammond is a troubled, politically connected young man and the son of a former First Lady in the TV miniseries "Political Animals."
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961d68358819095bdaab8adf1dcf0 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a733a48190b55d296573c86eaf completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f6732ea7408190a95f0a5f983dfdb7 completed May 2, 2026, 9:57 p.m.
Created at: April 9, 2026, 5:21 p.m.