Triple

T5853256
Position Surface form Disambiguated ID Type / Status
Subject Bleckley County E130087 entity
Predicate largestCity P235 FINISHED
Object Cochran
Cochran is a small city in central Georgia that serves as the economic and cultural hub of rural Bleckley County.
 E553811 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: Cochran | Statement: [Bleckley County, largestCity, Cochran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cochran
Context triple: [Bleckley County, largestCity, Cochran]
  • A. Cochran
    Cochran is a surname of Scottish origin borne by various notable individuals in fields such as politics, science, and the arts.
  • B. Hartigan
    Hartigan is a surname most notably associated with Grace Hartigan, a prominent American Abstract Expressionist painter.
  • C. Cochran Square
    Cochran Square is a public square located in the coastal city of Brunswick, Georgia.
  • D. Tukey
    Tukey is the surname of John W. Tukey, a prominent American statistician known for pioneering exploratory data analysis and coining the term "bit."
  • E. Frachey
    Frachey is a small alpine village in Italy’s Aosta Valley, known as a gateway to the Monterosa Ski area.
  • 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: Cochran
Triple: [Bleckley County, largestCity, Cochran]
Generated description
Cochran is a small city in central Georgia that serves as the economic and cultural hub of rural Bleckley County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cochran
Target entity description: Cochran is a small city in central Georgia that serves as the economic and cultural hub of rural Bleckley County.
  • A. Cochran
    Cochran is a surname of Scottish origin borne by various notable individuals in fields such as politics, science, and the arts.
  • B. Hartigan
    Hartigan is a surname most notably associated with Grace Hartigan, a prominent American Abstract Expressionist painter.
  • C. Cochran Square
    Cochran Square is a public square located in the coastal city of Brunswick, Georgia.
  • D. Tukey
    Tukey is the surname of John W. Tukey, a prominent American statistician known for pioneering exploratory data analysis and coining the term "bit."
  • E. Frachey
    Frachey is a small alpine village in Italy’s Aosta Valley, known as a gateway to the Monterosa Ski area.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035529cf88190acc547ae839950e7 completed March 22, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b1007bbc81908963d3d14c9210c5 completed March 23, 2026, 3:18 a.m.
NEDg Description generation batch_69c0b1cb731481909de9c3fde3595b7b completed March 23, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69c0b27f53608190b2a1f78e3cd1b634 completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:55 p.m.