Triple

T12203743
Position Surface form Disambiguated ID Type / Status
Subject Andrija Tokic E290779 entity
Predicate collaboratedWith P435 FINISHED
Object Langhorne Slim
Langhorne Slim is an American singer-songwriter known for his energetic blend of folk, country, and rock music and his emotionally charged live performances.
E971648 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: Langhorne Slim | Statement: [Andrija Tokic, collaboratedWith, Langhorne Slim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langhorne Slim
Context triple: [Andrija Tokic, collaboratedWith, Langhorne Slim]
  • A. Scott Litt
    Scott Litt is an American record producer and engineer best known for his influential work with alternative rock bands such as R.E.M. and Nirvana.
  • B. Vic Chesnutt
    Vic Chesnutt was an American singer-songwriter from Athens, Georgia, acclaimed for his raw, introspective lyrics and distinctive, minimalist folk-rock style.
  • C. Joe Ely
    Joe Ely is an American singer-songwriter and guitarist known for his energetic blend of country, rock, and Tex-Mex music and his role in the Lubbock, Texas music scene.
  • D. Nile Freeman
    Nile Freeman is a young U.S. Marine who discovers her immortality and becomes the newest member of the ancient warrior team in the comic-based action film "The Old Guard."
  • E. Danny Dominion
    Danny Dominion is a professional wrestling trainer and independent wrestler best known for helping develop future WWE star CM Punk early in his career.
  • 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: Langhorne Slim
Triple: [Andrija Tokic, collaboratedWith, Langhorne Slim]
Generated description
Langhorne Slim is an American singer-songwriter known for his energetic blend of folk, country, and rock music and his emotionally charged live performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langhorne Slim
Target entity description: Langhorne Slim is an American singer-songwriter known for his energetic blend of folk, country, and rock music and his emotionally charged live performances.
  • A. Scott Litt
    Scott Litt is an American record producer and engineer best known for his influential work with alternative rock bands such as R.E.M. and Nirvana.
  • B. Vic Chesnutt
    Vic Chesnutt was an American singer-songwriter from Athens, Georgia, acclaimed for his raw, introspective lyrics and distinctive, minimalist folk-rock style.
  • C. Joe Ely
    Joe Ely is an American singer-songwriter and guitarist known for his energetic blend of country, rock, and Tex-Mex music and his role in the Lubbock, Texas music scene.
  • D. Nile Freeman
    Nile Freeman is a young U.S. Marine who discovers her immortality and becomes the newest member of the ancient warrior team in the comic-based action film "The Old Guard."
  • E. Danny Dominion
    Danny Dominion is a professional wrestling trainer and independent wrestler best known for helping develop future WWE star CM Punk early in his career.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7c9084819085e7d2f9038f409f completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9ae3d48190a220ccd37ce8d3e7 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60fe34e688190bf7915eea917815c completed May 2, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.