Triple

T19913283
Position Surface form Disambiguated ID Type / Status
Subject Whiskeytown E478600 entity
Predicate hasMember P10 FINISHED
Object Ed Crawford
Ed Crawford is an American musician best known as the former frontman of the alternative rock band Firehose and later a touring guitarist for the alt-country band Whiskeytown.
E1423246 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: Ed Crawford | Statement: [Whiskeytown, hasMember, Ed Crawford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Crawford
Context triple: [Whiskeytown, hasMember, Ed Crawford]
  • A. Bob Crawford
    Bob Crawford is an American musician best known as the longtime bassist and a founding member of the folk-rock band The Avett Brothers.
  • B. Greg Crawford
    Greg Crawford is an American academic leader and physicist best known for serving as the president of Miami University in Ohio.
  • C. Ed Cunningham
    Ed Cunningham is an American film producer and former college football player and sportscaster, known for producing the documentary "The King of Kong: A Fistful of Quarters."
  • D. Joseph Crawford
    Joseph Crawford is the birth name of American actor Clayne Crawford, known for his roles in the TV series "Lethal Weapon" and films such as "A Walk to Remember."
  • E. Rob Cunningham
    Rob Cunningham is a Canadian video game developer best known as a co-founder of Relic Entertainment and the founder and CEO of Blackbird Interactive, where he has led the creation of acclaimed strategy and sci-fi titles.
  • 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: Ed Crawford
Triple: [Whiskeytown, hasMember, Ed Crawford]
Generated description
Ed Crawford is an American musician best known as the former frontman of the alternative rock band Firehose and later a touring guitarist for the alt-country band Whiskeytown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Crawford
Target entity description: Ed Crawford is an American musician best known as the former frontman of the alternative rock band Firehose and later a touring guitarist for the alt-country band Whiskeytown.
  • A. Bob Crawford
    Bob Crawford is an American musician best known as the longtime bassist and a founding member of the folk-rock band The Avett Brothers.
  • B. Greg Crawford
    Greg Crawford is an American academic leader and physicist best known for serving as the president of Miami University in Ohio.
  • C. Ed Cunningham
    Ed Cunningham is an American film producer and former college football player and sportscaster, known for producing the documentary "The King of Kong: A Fistful of Quarters."
  • D. Joseph Crawford
    Joseph Crawford is the birth name of American actor Clayne Crawford, known for his roles in the TV series "Lethal Weapon" and films such as "A Walk to Remember."
  • E. Rob Cunningham
    Rob Cunningham is a Canadian video game developer best known as a co-founder of Relic Entertainment and the founder and CEO of Blackbird Interactive, where he has led the creation of acclaimed strategy and sci-fi titles.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659917fdc8190bf29bfdab0fe8f85 completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086103b4c4819085616d98a9b4dc84 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0861b954888190a6305aa805aa97ff completed May 16, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0862237d148190b4e12c878ca9c7a2 completed May 16, 2026, 12:25 p.m.
Created at: April 10, 2026, 1:53 p.m.