Triple

T21828976
Position Surface form Disambiguated ID Type / Status
Subject Hahira, Georgia E538933 entity
Predicate isInCountrySubdivision P9315 FINISHED
Object Lowndes County
Lowndes County is a county in southern Georgia known for its county seat of Valdosta and its role as a regional hub for education, commerce, and transportation.
E1506070 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: Lowndes County | Statement: [Hahira, Georgia, isInCountrySubdivision, Lowndes County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lowndes County
Context triple: [Hahira, Georgia, isInCountrySubdivision, Lowndes County]
  • A. Lowndes County
    Lowndes County is a rural county in central Alabama known for its significant role in the American civil rights movement, particularly during the Selma to Montgomery marches.
  • B. Liberty County
    Liberty County is a county in southeastern Texas that forms part of the Greater Houston metropolitan region.
  • C. Liberty County
    Liberty County is a sparsely populated rural county in the Florida Panhandle known for its extensive forests and natural areas.
  • D. Liberty County
    Liberty County is a coastal county in southeastern Georgia known for its historic communities, military presence at Fort Stewart, and proximity to the Atlantic shoreline.
  • E. Buchanan County
    Buchanan County is a rural, mountainous county in southwestern Virginia known historically for its coal mining industry and location in the Appalachian region.
  • 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: Lowndes County
Triple: [Hahira, Georgia, isInCountrySubdivision, Lowndes County]
Generated description
Lowndes County is a county in southern Georgia known for its county seat of Valdosta and its role as a regional hub for education, commerce, and transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lowndes County
Target entity description: Lowndes County is a county in southern Georgia known for its county seat of Valdosta and its role as a regional hub for education, commerce, and transportation.
  • A. Lowndes County
    Lowndes County is a rural county in central Alabama known for its significant role in the American civil rights movement, particularly during the Selma to Montgomery marches.
  • B. Liberty County
    Liberty County is a county in southeastern Texas that forms part of the Greater Houston metropolitan region.
  • C. Liberty County
    Liberty County is a sparsely populated rural county in the Florida Panhandle known for its extensive forests and natural areas.
  • D. Liberty County
    Liberty County is a coastal county in southeastern Georgia known for its historic communities, military presence at Fort Stewart, and proximity to the Atlantic shoreline.
  • E. Buchanan County
    Buchanan County is a rural, mountainous county in southwestern Virginia known historically for its coal mining industry and location in the Appalachian region.
  • 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_69e0c475cda88190987d08f23caebdc1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f091344c848190b1675432a8c255f2 completed April 28, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a5293c37481909eea03b74a012c3e completed May 17, 2026, 11:43 p.m.
NEDg Description generation batch_6a0a53bf4400819086fbdf9f746502e7 completed May 17, 2026, 11:48 p.m.
NED2 Entity disambiguation (via description) batch_6a0a542b24a08190a477935eba107550 completed May 17, 2026, 11:50 p.m.
Created at: April 16, 2026, 6:54 p.m.