Triple

T1375491
Position Surface form Disambiguated ID Type / Status
Subject Macon metropolitan area E29211 entity
Predicate containsUrbanArea P11388 FINISHED
Object Warner Robins (partly, depending on definition)
Warner Robins is a central Georgia city known for its close association with Robins Air Force Base and its role as a major hub in the region’s aerospace and defense industries.
 E159014 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: Warner Robins (partly, depending on definition) | Statement: [Macon metropolitan area, containsUrbanArea, Warner Robins (partly, depending on definition)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warner Robins (partly, depending on definition)
Context triple: [Macon metropolitan area, containsUrbanArea, Warner Robins (partly, depending on definition)]
  • A. Roswell, Georgia
    Roswell, Georgia is a suburban city in the Atlanta metropolitan area known for its historic downtown, antebellum homes, and Chattahoochee River recreation.
  • B. Hapeville, Georgia
    Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
  • C. Newnan, Georgia
    Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
  • D. Fayetteville, Georgia
    Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
  • E. Americus, Georgia
    Americus, Georgia is a small city in southwest Georgia known for its historic downtown, role in the Civil Rights Movement, and proximity to attractions like Habitat for Humanity’s global village and the Andersonville National Historic Site.
  • 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: Warner Robins (partly, depending on definition)
Triple: [Macon metropolitan area, containsUrbanArea, Warner Robins (partly, depending on definition)]
Generated description
Warner Robins is a central Georgia city known for its close association with Robins Air Force Base and its role as a major hub in the region’s aerospace and defense industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warner Robins (partly, depending on definition)
Target entity description: Warner Robins is a central Georgia city known for its close association with Robins Air Force Base and its role as a major hub in the region’s aerospace and defense industries.
  • A. Roswell, Georgia
    Roswell, Georgia is a suburban city in the Atlanta metropolitan area known for its historic downtown, antebellum homes, and Chattahoochee River recreation.
  • B. Hapeville, Georgia
    Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
  • C. Newnan, Georgia
    Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
  • D. Fayetteville, Georgia
    Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
  • E. Americus, Georgia
    Americus, Georgia is a small city in southwest Georgia known for its historic downtown, role in the Civil Rights Movement, and proximity to attractions like Habitat for Humanity’s global village and the Andersonville National Historic Site.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2f7aeb08190b52ef1058c18327e completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd485e7e48190b4c2dcec53ebe195 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd971f3088190adc54e5eed0e3e0b completed March 8, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69acda1c9fac8190a825533837f612b2 completed March 8, 2026, 2:08 a.m.
Created at: March 1, 2026, 7:59 p.m.