Triple

T6035837
Position Surface form Disambiguated ID Type / Status
Subject Baker County, Georgia E134417 entity
Predicate contains P35 FINISHED
Object Milford, Georgia
Milford, Georgia is a small unincorporated community located in rural southwestern Georgia within Baker County.
E565775 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: Milford, Georgia | Statement: [Baker County, Georgia, contains, Milford, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milford, Georgia
Context triple: [Baker County, Georgia, contains, Milford, Georgia]
  • A. Milton, Georgia
    Milton, Georgia is a suburban city in the northern Atlanta metropolitan area known for its affluent residential communities, equestrian estates, and semi-rural character.
  • B. Morrow, Georgia
    Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
  • C. Midville, Georgia
    Midville, Georgia is a small rural city located in eastern Georgia within Burke County, known for its historic character and agricultural surroundings.
  • D. Montrose, Georgia
    Montrose, Georgia is a small rural community located in central Georgia within Laurens County.
  • E. Midland, Georgia
    Midland, Georgia is an unincorporated suburban community in eastern Muscogee County, known primarily as a residential area near Columbus.
  • 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: Milford, Georgia
Triple: [Baker County, Georgia, contains, Milford, Georgia]
Generated description
Milford, Georgia is a small unincorporated community located in rural southwestern Georgia within Baker County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milford, Georgia
Target entity description: Milford, Georgia is a small unincorporated community located in rural southwestern Georgia within Baker County.
  • A. Milton, Georgia
    Milton, Georgia is a suburban city in the northern Atlanta metropolitan area known for its affluent residential communities, equestrian estates, and semi-rural character.
  • B. Morrow, Georgia
    Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
  • C. Midville, Georgia
    Midville, Georgia is a small rural city located in eastern Georgia within Burke County, known for its historic character and agricultural surroundings.
  • D. Montrose, Georgia
    Montrose, Georgia is a small rural community located in central Georgia within Laurens County.
  • E. Midland, Georgia
    Midland, Georgia is an unincorporated suburban community in eastern Muscogee County, known primarily as a residential area near Columbus.
  • 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056b4e3ec819089b2d119ea2953fe completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cf60d00819084bc8405595f7989 completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11d91ddec819088e0c3988a4ba5b4 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e2da4408190a0b32a2712cb77df completed March 23, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:08 p.m.