Triple

T19552387
Position Surface form Disambiguated ID Type / Status
Subject Brand X E489225 entity
Predicate associatedAct P37 FINISHED
Object Scott Weinberger
Scott Weinberger is a media producer and former law enforcement professional best known for creating and producing true-crime television and podcast content.
 E1381242 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: Scott Weinberger | Statement: [Brand X, associatedAct, Scott Weinberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scott Weinberger
Context triple: [Brand X, associatedAct, Scott Weinberger]
  • A. Scott Porter
    Scott Porter is an American actor best known for his roles on television series such as "Friday Night Lights" and "Hart of Dixie."
  • B. Bill Weiss
    Bill Weiss is a name shared by multiple individuals, including various professionals and public figures, rather than referring to a single well-known person.
  • C. Davis Roberts
    Davis Roberts was an American character actor known for his numerous supporting roles in film and television from the 1950s through the 1980s.
  • D. Dan Tucker
    Dan Tucker is the titular, comical protagonist of the 19th-century American minstrel song "Old Dan Tucker," often depicted as a boisterous, rustic figure.
  • E. Darius N. Couch
    Darius N. Couch was a Union Army major general during the American Civil War, noted for his corps command in key Eastern Theater campaigns.
  • 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: Scott Weinberger
Triple: [Brand X, associatedAct, Scott Weinberger]
Generated description
Scott Weinberger is a media producer and former law enforcement professional best known for creating and producing true-crime television and podcast content.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scott Weinberger
Target entity description: Scott Weinberger is a media producer and former law enforcement professional best known for creating and producing true-crime television and podcast content.
  • A. Scott Porter
    Scott Porter is an American actor best known for his roles on television series such as "Friday Night Lights" and "Hart of Dixie."
  • B. Bill Weiss
    Bill Weiss is a name shared by multiple individuals, including various professionals and public figures, rather than referring to a single well-known person.
  • C. Davis Roberts
    Davis Roberts was an American character actor known for his numerous supporting roles in film and television from the 1950s through the 1980s.
  • D. Dan Tucker
    Dan Tucker is the titular, comical protagonist of the 19th-century American minstrel song "Old Dan Tucker," often depicted as a boisterous, rustic figure.
  • E. Darius N. Couch
    Darius N. Couch was a Union Army major general during the American Civil War, noted for his corps command in key Eastern Theater campaigns.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d30a1d8819084d1bc60a5e49cae completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8e25188190901a4883c5ad7f5e completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074ef599a88190a1edd95887a0c092 completed May 15, 2026, 4:51 p.m.
NED2 Entity disambiguation (via description) batch_6a074fa5d4ec81908900ebf532408239 completed May 15, 2026, 4:53 p.m.
Created at: April 10, 2026, 1:41 p.m.