Triple

T8384814
Position Surface form Disambiguated ID Type / Status
Subject Sebastian Stan E197786 entity
Predicate characterPortrayed P1507 FINISHED
Object 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."
 E729989 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. Hammond | Statement: [Sebastian Stan, characterPortrayed, T.J. Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T.J. Hammond
Context triple: [Sebastian Stan, characterPortrayed, T.J. Hammond]
  • A. T. J. Holmes
    T. J. Holmes is an American journalist and television personality best known as a former CNN anchor and co-host of ABC’s “GMA3: What You Need to Know.”
  • 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. Trent Tucker
    Trent Tucker is a former American professional basketball shooting guard best known for his NBA career with the New York Knicks and for the "Trent Tucker Rule" that changed the league’s timing regulations.
  • D. J.T. Walsh
    J.T. Walsh was an American character actor known for his intense, often villainous roles in films throughout the 1980s and 1990s.
  • E. Troy Barlow
    Troy Barlow is a U.S. Army reservist and one of the central soldiers in the 1999 war film "Three Kings," portrayed by Mark Wahlberg.
  • 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. Hammond
Triple: [Sebastian Stan, characterPortrayed, T.J. Hammond]
Generated description
T.J. Hammond is a troubled, politically connected young man and the son of a former First Lady in the TV miniseries "Political Animals."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T.J. Hammond
Target entity description: T.J. Hammond is a troubled, politically connected young man and the son of a former First Lady in the TV miniseries "Political Animals."
  • A. T. J. Holmes
    T. J. Holmes is an American journalist and television personality best known as a former CNN anchor and co-host of ABC’s “GMA3: What You Need to Know.”
  • 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. Trent Tucker
    Trent Tucker is a former American professional basketball shooting guard best known for his NBA career with the New York Knicks and for the "Trent Tucker Rule" that changed the league’s timing regulations.
  • D. J.T. Walsh
    J.T. Walsh was an American character actor known for his intense, often villainous roles in films throughout the 1980s and 1990s.
  • E. Troy Barlow
    Troy Barlow is a U.S. Army reservist and one of the central soldiers in the 1999 war film "Three Kings," portrayed by Mark Wahlberg.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80e03eb08190a458c9caa0524e0f completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde826ebdc81909242805e48991e7d completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfafe84819097f387318897dae1 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2a9c2c8190bdbeddad562ef9e8 completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:02 p.m.