Triple

T6280335
Position Surface form Disambiguated ID Type / Status
Subject Walk It Out E140763 entity
Predicate writer P1360 FINISHED
Object Lamar Edwards
Lamar Edwards is an American hip-hop producer and songwriter known for his work on tracks like "Walk It Out."
E583181 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: Lamar Edwards | Statement: [Walk It Out, writer, Lamar Edwards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lamar Edwards
Context triple: [Walk It Out, writer, Lamar Edwards]
  • A. Robert Neyland
    Robert Neyland was a legendary American college football coach and military officer best known for building the University of Tennessee’s football program into a national powerhouse.
  • B. Clem Hill
    Clem Hill was a prominent Australian cricketer of the early 20th century, renowned as one of the game's finest left-handed batsmen and a former captain of the national team.
  • C. Al McGuire
    Al McGuire was a Hall of Fame American college basketball coach best known for leading Marquette University to the 1977 NCAA championship and later becoming a popular television commentator.
  • D. Sam Pittman
    Sam Pittman is an American football coach best known as the head coach of the Arkansas Razorbacks, recognized for his offensive line expertise and program-building approach in the SEC.
  • E. Pat Riggin
    Pat Riggin is a former Canadian professional ice hockey goaltender who played in the World Hockey Association and the National Hockey League during the late 1970s and 1980s.
  • 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: Lamar Edwards
Triple: [Walk It Out, writer, Lamar Edwards]
Generated description
Lamar Edwards is an American hip-hop producer and songwriter known for his work on tracks like "Walk It Out."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lamar Edwards
Target entity description: Lamar Edwards is an American hip-hop producer and songwriter known for his work on tracks like "Walk It Out."
  • A. Robert Neyland
    Robert Neyland was a legendary American college football coach and military officer best known for building the University of Tennessee’s football program into a national powerhouse.
  • B. Clem Hill
    Clem Hill was a prominent Australian cricketer of the early 20th century, renowned as one of the game's finest left-handed batsmen and a former captain of the national team.
  • C. Al McGuire
    Al McGuire was a Hall of Fame American college basketball coach best known for leading Marquette University to the 1977 NCAA championship and later becoming a popular television commentator.
  • D. Sam Pittman
    Sam Pittman is an American football coach best known as the head coach of the Arkansas Razorbacks, recognized for his offensive line expertise and program-building approach in the SEC.
  • E. Pat Riggin
    Pat Riggin is a former Canadian professional ice hockey goaltender who played in the World Hockey Association and the National Hockey League during the late 1970s and 1980s.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063ddb3a4819083455f6da854f8a9 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5195bcbb88190a8ff5958b5f89b4b completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c52cc711d48190bfcc6ab993b0eb31 completed March 26, 2026, 12:55 p.m.
NED2 Entity disambiguation (via description) batch_69c5931a61208190b7681d16c07ab90c completed March 26, 2026, 8:12 p.m.
Created at: March 22, 2026, 4:26 p.m.