Triple

T22716366
Position Surface form Disambiguated ID Type / Status
Subject A Guy Thing E561742 entity
Predicate screenwriter P2831 FINISHED
Object Pete Schwaba
Pete Schwaba is an American screenwriter and filmmaker best known for his work on the romantic comedy film "A Guy Thing."
E1550382 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: Pete Schwaba | Statement: [A Guy Thing, screenwriter, Pete Schwaba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pete Schwaba
Context triple: [A Guy Thing, screenwriter, Pete Schwaba]
  • A. Pete Krumbein
    Pete Krumbein is a tragic, alcoholic former mentalist who serves as a mentor figure in William Lindsay Gresham’s noir novel "Nightmare Alley."
  • B. Johnny Stachela
    Johnny Stachela is an American guitarist best known for his work with The Allman Betts Band, where he contributes to their modern Southern rock sound.
  • C. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • D. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • E. Pete Seibert
    Pete Seibert was an American ski pioneer and World War II veteran best known for co-founding and developing the Vail ski area in Colorado into a major resort destination.
  • 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: Pete Schwaba
Triple: [A Guy Thing, screenwriter, Pete Schwaba]
Generated description
Pete Schwaba is an American screenwriter and filmmaker best known for his work on the romantic comedy film "A Guy Thing."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pete Schwaba
Target entity description: Pete Schwaba is an American screenwriter and filmmaker best known for his work on the romantic comedy film "A Guy Thing."
  • A. Pete Krumbein
    Pete Krumbein is a tragic, alcoholic former mentalist who serves as a mentor figure in William Lindsay Gresham’s noir novel "Nightmare Alley."
  • B. Johnny Stachela
    Johnny Stachela is an American guitarist best known for his work with The Allman Betts Band, where he contributes to their modern Southern rock sound.
  • C. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • D. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • E. Pete Seibert
    Pete Seibert was an American ski pioneer and World War II veteran best known for co-founding and developing the Vail ski area in Colorado into a major resort destination.
  • 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_69e2454fc984819088213b58ee87a002 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1790e14c88190af6acb27910ae9c1 completed April 29, 2026, 3:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7edd69648190af49c198a389798f completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b80627f10819096773bfbc8d8fc76 completed May 18, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0b813421ec8190bdc6e0920ddbf6a5 completed May 18, 2026, 9:14 p.m.
Created at: April 17, 2026, 3:19 p.m.