Triple

T10913268
Position Surface form Disambiguated ID Type / Status
Subject The Marshall Tucker Band E257753 entity
Predicate member P10 FINISHED
Object Doug Gray
Doug Gray is an American singer best known as the longtime lead vocalist and a founding member of the Southern rock group The Marshall Tucker Band.
E894216 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: Doug Gray | Statement: [The Marshall Tucker Band, member, Doug Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doug Gray
Context triple: [The Marshall Tucker Band, member, Doug Gray]
  • A. Scott Gray
    Scott Gray is a machine learning researcher and engineer known for his work on large-scale neural networks and contributions to OpenAI’s language model research.
  • B. Doug Graham
    Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
  • C. Jonathan Gray
    Jonathan Gray is an American professional baseball pitcher known for his power fastball and success in Major League Baseball after starring at the University of Oklahoma.
  • D. Gary Gray
    Gary Gray was an American child actor active in the 1940s and 1950s, known for his roles in family and comedy films.
  • E. Brad Alan Grey
    Brad Alan Grey was an American television and film producer who served as chairman and CEO of Paramount Pictures, overseeing numerous successful movies and TV shows.
  • 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: Doug Gray
Triple: [The Marshall Tucker Band, member, Doug Gray]
Generated description
Doug Gray is an American singer best known as the longtime lead vocalist and a founding member of the Southern rock group The Marshall Tucker Band.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doug Gray
Target entity description: Doug Gray is an American singer best known as the longtime lead vocalist and a founding member of the Southern rock group The Marshall Tucker Band.
  • A. Scott Gray
    Scott Gray is a machine learning researcher and engineer known for his work on large-scale neural networks and contributions to OpenAI’s language model research.
  • B. Doug Graham
    Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
  • C. Jonathan Gray
    Jonathan Gray is an American professional baseball pitcher known for his power fastball and success in Major League Baseball after starring at the University of Oklahoma.
  • D. Gary Gray
    Gary Gray was an American child actor active in the 1940s and 1950s, known for his roles in family and comedy films.
  • E. Brad Alan Grey
    Brad Alan Grey was an American television and film producer who served as chairman and CEO of Paramount Pictures, overseeing numerous successful movies and TV shows.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7707310b0819092d0140acc3c64ba completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216da42a0819095def6a691abf107 completed April 17, 2026, 11:17 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.