Triple

T8696964
Position Surface form Disambiguated ID Type / Status
Subject Gin Blossoms E206425 entity
Predicate hasFormerMember P1168 FINISHED
Object Doug Hopkins
Doug Hopkins was an American guitarist and songwriter best known as a founding member of the Gin Blossoms and writer of several of their early hits.
E750534 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 Hopkins | Statement: [Gin Blossoms, hasFormerMember, Doug Hopkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doug Hopkins
Context triple: [Gin Blossoms, hasFormerMember, Doug Hopkins]
  • A. Andy Hopper
    Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
  • B. Joel Hopkins
    Joel Hopkins is a British film director and screenwriter known for character-driven romantic comedies such as "Last Chance Harvey."
  • C. Fred Hopkins
    Fred Hopkins was an influential American jazz double bassist known for his innovative work in the avant-garde and free jazz scenes, particularly with the trio Air.
  • D. Sean Hopper
    Sean Hopper is an American keyboardist best known as a longtime member of the rock band Huey Lewis and the News.
  • E. Keith Hopkins
    Keith Hopkins was a prominent British historian and sociologist of the ancient world, known especially for his influential work on Roman social and economic history.
  • 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 Hopkins
Triple: [Gin Blossoms, hasFormerMember, Doug Hopkins]
Generated description
Doug Hopkins was an American guitarist and songwriter best known as a founding member of the Gin Blossoms and writer of several of their early hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doug Hopkins
Target entity description: Doug Hopkins was an American guitarist and songwriter best known as a founding member of the Gin Blossoms and writer of several of their early hits.
  • A. Andy Hopper
    Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
  • B. Joel Hopkins
    Joel Hopkins is a British film director and screenwriter known for character-driven romantic comedies such as "Last Chance Harvey."
  • C. Fred Hopkins
    Fred Hopkins was an influential American jazz double bassist known for his innovative work in the avant-garde and free jazz scenes, particularly with the trio Air.
  • D. Sean Hopper
    Sean Hopper is an American keyboardist best known as a longtime member of the rock band Huey Lewis and the News.
  • E. Keith Hopkins
    Keith Hopkins was a prominent British historian and sociologist of the ancient world, known especially for his influential work on Roman social and economic history.
  • 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_69ca83555b6c8190abe930dd397e863b completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc582b04688190a439135b08e20451 completed March 31, 2026, 11:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef4060410819086f928bda95e0273 completed April 2, 2026, 10:56 p.m.
NEDg Description generation batch_69cef5fe6e48819086186f44d078137d completed April 2, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69cef6a6b6d4819089b3dc327a05b759 completed April 2, 2026, 11:07 p.m.
Created at: March 30, 2026, 6:34 p.m.