Triple

T275877
Position Surface form Disambiguated ID Type / Status
Subject Joe Klecko E5248 entity
Predicate teammateInNewYorkSackExchange P2649 FINISHED
Object Marty Lyons
Marty Lyons is a former American football defensive lineman best known as a key member of the New York Jets' famed "New York Sack Exchange" pass-rushing unit in the late 1970s and early 1980s.
E143783 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: Marty Lyons | Statement: [Joe Klecko, teammateInNewYorkSackExchange, Marty Lyons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marty Lyons
Context triple: [Joe Klecko, teammateInNewYorkSackExchange, Marty Lyons]
  • A. Gordon Malloy
    Gordon Malloy is a wisecracking, skilled helmsman and loyal crew member aboard the exploratory spaceship in the sci-fi comedy-drama series "The Orville."
  • B. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • C. Terry McAulay
    Terry McAulay is a former National Football League official who served as a referee in multiple Super Bowls and later became a rules analyst for television broadcasts.
  • D. Lance Cumson
    Lance Cumson is a central, often scheming heir in the 1980s American prime-time soap opera "Falcon Crest," known for his turbulent family and romantic entanglements.
  • E. Donald Wilson
    Donald Wilson was a British television producer and writer best known for helping develop and launch the long-running science fiction series Doctor Who for the BBC in the early 1960s.
  • 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: Marty Lyons
Triple: [Joe Klecko, teammateInNewYorkSackExchange, Marty Lyons]
Generated description
Marty Lyons is a former American football defensive lineman best known as a key member of the New York Jets' famed "New York Sack Exchange" pass-rushing unit in the late 1970s and early 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marty Lyons
Target entity description: Marty Lyons is a former American football defensive lineman best known as a key member of the New York Jets' famed "New York Sack Exchange" pass-rushing unit in the late 1970s and early 1980s.
  • A. Gordon Malloy
    Gordon Malloy is a wisecracking, skilled helmsman and loyal crew member aboard the exploratory spaceship in the sci-fi comedy-drama series "The Orville."
  • B. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • C. Terry McAulay
    Terry McAulay is a former National Football League official who served as a referee in multiple Super Bowls and later became a rules analyst for television broadcasts.
  • D. Lance Cumson
    Lance Cumson is a central, often scheming heir in the 1980s American prime-time soap opera "Falcon Crest," known for his turbulent family and romantic entanglements.
  • E. Donald Wilson
    Donald Wilson was a British television producer and writer best known for helping develop and launch the long-running science fiction series Doctor Who for the BBC in the early 1960s.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a260d0dae48190a2ec98d0186fd792 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69ac93942b1c819087f6fdef027f115e completed March 7, 2026, 9:07 p.m.
NEDg Description generation batch_69ac94dc45d0819098a79d9e387a838e completed March 7, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69ac95e2fd68819088f0ad4d5ed922e5 completed March 7, 2026, 9:17 p.m.
Created at: Feb. 28, 2026, 2:59 a.m.