Triple

T6313526
Position Surface form Disambiguated ID Type / Status
Subject Colby Covington E141560 entity
Predicate familyName P18 FINISHED
Object Covington
Covington is the surname of Colby Covington, an American mixed martial artist known for his outspoken persona and success in the UFC welterweight division.
 E583818 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: Covington | Statement: [Colby Covington, familyName, Covington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Covington
Context triple: [Colby Covington, familyName, Covington]
  • A. Covington
    Covington is a city in the Atlanta metropolitan area of Georgia, known for its historic town square and frequent use as a filming location for movies and television shows.
  • B. Covington, Kentucky
    Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
  • C. Covington, Virginia
    Covington, Virginia is a small independent city in the Allegheny Highlands region known historically for its paper mill industry and location along the Jackson River.
  • D. Calvert City, Kentucky
    Calvert City, Kentucky is a small industrial city in western Kentucky known for its chemical manufacturing plants and location near Kentucky Lake.
  • E. Paris, Kentucky
    Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
  • 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: Covington
Triple: [Colby Covington, familyName, Covington]
Generated description
Covington is the surname of Colby Covington, an American mixed martial artist known for his outspoken persona and success in the UFC welterweight division.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Covington
Target entity description: Covington is the surname of Colby Covington, an American mixed martial artist known for his outspoken persona and success in the UFC welterweight division.
  • A. Covington
    Covington is a city in the Atlanta metropolitan area of Georgia, known for its historic town square and frequent use as a filming location for movies and television shows.
  • B. Covington, Kentucky
    Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
  • C. Covington, Virginia
    Covington, Virginia is a small independent city in the Allegheny Highlands region known historically for its paper mill industry and location along the Jackson River.
  • D. Calvert City, Kentucky
    Calvert City, Kentucky is a small industrial city in western Kentucky known for its chemical manufacturing plants and location near Kentucky Lake.
  • E. Paris, Kentucky
    Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064a075dc8190acf7ec010cb4b00c completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e469355c81908049e0c68a8c0259 completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5ee04b2388190b36dc9bb23b4a18a completed March 27, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69c5ee780bb08190a97c90804f9c6b68 completed March 27, 2026, 2:42 a.m.
Created at: March 22, 2026, 4:28 p.m.