Triple

T7630988
Position Surface form Disambiguated ID Type / Status
Subject The Client E172757 entity
Predicate starring P1507 FINISHED
Object 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.
 E680676 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: J.T. Walsh | Statement: [The Client, starring, J.T. Walsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J.T. Walsh
Context triple: [The Client, starring, J.T. Walsh]
  • A. Mitch Walsh
    Mitch Walsh is an individual notable enough to be recognized as a bearer of the Walsh surname, though specific widely known public details about him are not clearly established.
  • B. Justin Wilkes
    Justin Wilkes is a television producer and creator known for developing the series "Mars" and other documentary and scripted projects.
  • C. Gary Walsh
    Gary Walsh is a devoted and often anxious personal aide and body man to politician Selina Meyer in the television series "Veep."
  • D. Kyle Walters
    Kyle Walters is a Canadian football executive and former player best known as the general manager of the Winnipeg Blue Bombers in the CFL.
  • E. Ed Walsh
    Ed Walsh was a dominant early 20th-century Major League Baseball pitcher, best known as a Hall of Famer and one of the greatest spitball pitchers in history.
  • 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: J.T. Walsh
Triple: [The Client, starring, J.T. Walsh]
Generated description
J.T. Walsh was an American character actor known for his intense, often villainous roles in films throughout the 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J.T. Walsh
Target entity description: J.T. Walsh was an American character actor known for his intense, often villainous roles in films throughout the 1980s and 1990s.
  • A. Mitch Walsh
    Mitch Walsh is an individual notable enough to be recognized as a bearer of the Walsh surname, though specific widely known public details about him are not clearly established.
  • B. Justin Wilkes
    Justin Wilkes is a television producer and creator known for developing the series "Mars" and other documentary and scripted projects.
  • C. Gary Walsh
    Gary Walsh is a devoted and often anxious personal aide and body man to politician Selina Meyer in the television series "Veep."
  • D. Kyle Walters
    Kyle Walters is a Canadian football executive and former player best known as the general manager of the Winnipeg Blue Bombers in the CFL.
  • E. Ed Walsh
    Ed Walsh was a dominant early 20th-century Major League Baseball pitcher, best known as a Hall of Famer and one of the greatest spitball pitchers in history.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa85c57c8190acfd33e0c890c2f9 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a2159cd0819085bfdb8c7694077b completed March 29, 2026, 3:52 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 3:56 p.m.