Triple

T5464829
Position Surface form Disambiguated ID Type / Status
Subject Hayley Smith E122681 entity
Predicate spouse P13 FINISHED
Object Jeff Fischer
Jeff Fischer is a recurring character on the animated television series "American Dad!", known as Hayley Smith's laid-back, stoner boyfriend-turned-husband.
E521402 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: Jeff Fischer | Statement: [Hayley Smith, spouse, Jeff Fischer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Fischer
Context triple: [Hayley Smith, spouse, Jeff Fischer]
  • A. Alex Smith
    Alex Smith is a former NFL quarterback best known for his resilience and successful stints with the San Francisco 49ers, Kansas City Chiefs, and Washington Football Team, including a remarkable comeback from a life-threatening leg injury.
  • B. Philip Rivers
    Philip Rivers is a former NFL quarterback best known for his long, prolific career with the Chargers, where he became one of the league’s most productive passers.
  • C. Peyton Manning
    Peyton Manning is a Hall of Fame NFL quarterback widely regarded as one of the greatest of all time, known for his prolific passing, pre-snap audibles, and Super Bowl titles with both the Indianapolis Colts and Denver Broncos.
  • D. Jeff Fisher
    Jeff Fisher is an American football coach best known for his long tenure as head coach of the Tennessee Titans in the NFL.
  • E. Chris Ballard
    Chris Ballard is an American football executive best known as the longtime general manager who has overseen roster building and organizational strategy for the Indianapolis Colts in the NFL.
  • 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: Jeff Fischer
Triple: [Hayley Smith, spouse, Jeff Fischer]
Generated description
Jeff Fischer is a recurring character on the animated television series "American Dad!", known as Hayley Smith's laid-back, stoner boyfriend-turned-husband.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Fischer
Target entity description: Jeff Fischer is a recurring character on the animated television series "American Dad!", known as Hayley Smith's laid-back, stoner boyfriend-turned-husband.
  • A. Alex Smith
    Alex Smith is a former NFL quarterback best known for his resilience and successful stints with the San Francisco 49ers, Kansas City Chiefs, and Washington Football Team, including a remarkable comeback from a life-threatening leg injury.
  • B. Philip Rivers
    Philip Rivers is a former NFL quarterback best known for his long, prolific career with the Chargers, where he became one of the league’s most productive passers.
  • C. Peyton Manning
    Peyton Manning is a Hall of Fame NFL quarterback widely regarded as one of the greatest of all time, known for his prolific passing, pre-snap audibles, and Super Bowl titles with both the Indianapolis Colts and Denver Broncos.
  • D. Jeff Fisher
    Jeff Fisher is an American football coach best known for his long tenure as head coach of the Tennessee Titans in the NFL.
  • E. Chris Ballard
    Chris Ballard is an American football executive best known as the longtime general manager who has overseen roster building and organizational strategy for the Indianapolis Colts in the NFL.
  • 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_69bd4643f16081908d7f29e08096115a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd920590b481909b92091678ff1414 completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf415146988190823ab77b091231a1 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf43a3f6f88190b3ea0c6760b498d1 completed March 22, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69bf4414beec8190a390481d802402b1 completed March 22, 2026, 1:21 a.m.
Created at: March 20, 2026, 2:08 p.m.