Triple

T7623714
Position Surface form Disambiguated ID Type / Status
Subject The Replacements E172568 entity
Predicate member P10 FINISHED
Object Slim Dunlap
Slim Dunlap is an American rock guitarist best known for replacing Bob Stinson in The Replacements and contributing to the band’s later albums and tours.
 E675841 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: Slim Dunlap | Statement: [The Replacements, member, Slim Dunlap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Slim Dunlap
Context triple: [The Replacements, member, Slim Dunlap]
  • A. Biff Brannon
    Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
  • B. Rod Kimble
    Rod Kimble is the inept but determined amateur stuntman protagonist of the comedy film "Hot Rod," portrayed by Andy Samberg.
  • C. Trai Byers
    Trai Byers is an American actor best known for his role as Andre Lyon on the television drama series "Empire."
  • D. Darrell
    Darrell is the central protagonist of the film "In the Mix," around whom the story’s main events and conflicts revolve.
  • E. Joseph Saddler
    Joseph Saddler, better known as Sandy Saddler, was an American professional boxer renowned as one of the greatest featherweights in boxing 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: Slim Dunlap
Triple: [The Replacements, member, Slim Dunlap]
Generated description
Slim Dunlap is an American rock guitarist best known for replacing Bob Stinson in The Replacements and contributing to the band’s later albums and tours.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Slim Dunlap
Target entity description: Slim Dunlap is an American rock guitarist best known for replacing Bob Stinson in The Replacements and contributing to the band’s later albums and tours.
  • A. Biff Brannon
    Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
  • B. Rod Kimble
    Rod Kimble is the inept but determined amateur stuntman protagonist of the comedy film "Hot Rod," portrayed by Andy Samberg.
  • C. Trai Byers
    Trai Byers is an American actor best known for his role as Andre Lyon on the television drama series "Empire."
  • D. Darrell
    Darrell is the central protagonist of the film "In the Mix," around whom the story’s main events and conflicts revolve.
  • E. Joseph Saddler
    Joseph Saddler, better known as Sandy Saddler, was an American professional boxer renowned as one of the greatest featherweights in boxing 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_69c699506b308190826894dab1d9ea86 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa65309c8190b95b894c051b003d completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8687b8c7481909e8d092b558fea84 completed March 28, 2026, 11:47 p.m.
NEDg Description generation batch_69c868dfc24c81908355f36323441bfd completed March 28, 2026, 11:48 p.m.
NED2 Entity disambiguation (via description) batch_69c8696a0d588190ab1e6d4c5c4bbb44 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:56 p.m.