Triple

T2323575
Position Surface form Disambiguated ID Type / Status
Subject Farm Aid E48235 entity
Predicate founder P104 FINISHED
Object Dave Matthews
Dave Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band, a hugely popular rock and jam band.
 E254802 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: Dave Matthews | Statement: [Farm Aid, founder, Dave Matthews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dave Matthews
Context triple: [Farm Aid, founder, Dave Matthews]
  • A. Ryan Adams
    Ryan Adams is an American singer-songwriter, musician, and record producer known for his prolific output and contributions to alternative country and rock music.
  • B. Bob Weir
    Bob Weir is an American musician best known as a founding member, rhythm guitarist, and vocalist of the rock band the Grateful Dead.
  • C. David Shaw
    David Shaw is an American football coach best known for his successful tenure as head coach of Stanford University's football program in the 2010s.
  • D. Warren Haynes
    Warren Haynes is an American rock and blues guitarist, singer, and songwriter best known for his work with Gov't Mule and his influential role in the Southern rock scene.
  • E. Jim James
    Jim James is an American singer, songwriter, and guitarist best known as the frontman of the rock band My Morning Jacket.
  • 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: Dave Matthews
Triple: [Farm Aid, founder, Dave Matthews]
Generated description
Dave Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band, a hugely popular rock and jam band.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dave Matthews
Target entity description: Dave Matthews is a South African-born American singer-songwriter and guitarist best known as the frontman of the Dave Matthews Band, a hugely popular rock and jam band.
  • A. Ryan Adams
    Ryan Adams is an American singer-songwriter, musician, and record producer known for his prolific output and contributions to alternative country and rock music.
  • B. Bob Weir
    Bob Weir is an American musician best known as a founding member, rhythm guitarist, and vocalist of the rock band the Grateful Dead.
  • C. David Shaw
    David Shaw is an American football coach best known for his successful tenure as head coach of Stanford University's football program in the 2010s.
  • D. Warren Haynes
    Warren Haynes is an American rock and blues guitarist, singer, and songwriter best known for his work with Gov't Mule and his influential role in the Southern rock scene.
  • E. Jim James
    Jim James is an American singer, songwriter, and guitarist best known as the frontman of the rock band My Morning Jacket.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc6488de481909f018700fa1f9fc7 completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae896de2c48190ada0814d3a4f8497 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae89e2efd48190a2f0a4702dcbc081 completed March 9, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a7726dc8190a18f7f1e1609253a completed March 9, 2026, 8:53 a.m.
Created at: March 4, 2026, 7:49 p.m.