Triple

T1131418
Position Surface form Disambiguated ID Type / Status
Subject Arizona State Sun Devils football team E23037 entity
Predicate notableAlumnus P304 FINISHED
Object Todd Heap
Todd Heap is a former American football tight end best known for his productive NFL career with the Baltimore Ravens after starring in college at Arizona State University.
 E133391 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: Todd Heap | Statement: [Arizona State Sun Devils football team, notableAlumnus, Todd Heap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Todd Heap
Context triple: [Arizona State Sun Devils football team, notableAlumnus, Todd Heap]
  • A. Emile Haynie
    Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
  • B. Jackson Graham
    Jackson Graham was an American civil engineer and U.S. Army officer who became the first general manager of the Washington Metropolitan Area Transit Authority (WMATA).
  • C. Heath Shuler
    Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
  • D. Joey Harrington
    Joey Harrington is a former American football quarterback best known for his standout college career at the University of Oregon and subsequent NFL tenure with teams including the Detroit Lions.
  • E. Cod Beck
    Cod Beck is a small river in North Yorkshire, England, flowing through the North York Moors and the town of Thirsk before joining the River Swale.
  • 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: Todd Heap
Triple: [Arizona State Sun Devils football team, notableAlumnus, Todd Heap]
Generated description
Todd Heap is a former American football tight end best known for his productive NFL career with the Baltimore Ravens after starring in college at Arizona State University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Todd Heap
Target entity description: Todd Heap is a former American football tight end best known for his productive NFL career with the Baltimore Ravens after starring in college at Arizona State University.
  • A. Emile Haynie
    Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
  • B. Jackson Graham
    Jackson Graham was an American civil engineer and U.S. Army officer who became the first general manager of the Washington Metropolitan Area Transit Authority (WMATA).
  • C. Heath Shuler
    Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
  • D. Joey Harrington
    Joey Harrington is a former American football quarterback best known for his standout college career at the University of Oregon and subsequent NFL tenure with teams including the Detroit Lions.
  • E. Cod Beck
    Cod Beck is a small river in North Yorkshire, England, flowing through the North York Moors and the town of Thirsk before joining the River Swale.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bbfb673081909773acc669ad08c8 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac667454848190acedaaa3ce7edb84 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac670b57808190bee4aa0be78ae8a1 completed March 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac67e981e88190b10ad4ab72337557 completed March 7, 2026, 6:01 p.m.
Created at: March 1, 2026, 7:44 p.m.