Triple

T11142819
Position Surface form Disambiguated ID Type / Status
Subject Barbour County, Alabama E263596 entity
Predicate hasSettlement P1068 FINISHED
Object Blue Springs, Alabama
Blue Springs, Alabama is a small town in Barbour County best known for its natural springs and the nearby Blue Springs State Park.
E907639 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: Blue Springs, Alabama | Statement: [Barbour County, Alabama, hasSettlement, Blue Springs, Alabama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Springs, Alabama
Context triple: [Barbour County, Alabama, hasSettlement, Blue Springs, Alabama]
  • A. Union Springs, Alabama
    Union Springs, Alabama is a small city in Bullock County known for its historic downtown, hunting and outdoor recreation, and role as the county seat.
  • B. Blountsville, Alabama
    Blountsville, Alabama is a small historic town in northern Alabama known for its rural character and role as one of the early settlements in the region.
  • C. Springville, Alabama
    Springville, Alabama is a small city in central Alabama known for its historic downtown and proximity to the Birmingham metropolitan area.
  • D. Pine Springs, Alabama
    Pine Springs, Alabama is a small unincorporated community located in Morgan County in the northern part of the state.
  • E. Sylvania, Alabama
    Sylvania, Alabama is a small rural town in northeastern Alabama known for its close-knit community and location atop Sand Mountain.
  • 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: Blue Springs, Alabama
Triple: [Barbour County, Alabama, hasSettlement, Blue Springs, Alabama]
Generated description
Blue Springs, Alabama is a small town in Barbour County best known for its natural springs and the nearby Blue Springs State Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Springs, Alabama
Target entity description: Blue Springs, Alabama is a small town in Barbour County best known for its natural springs and the nearby Blue Springs State Park.
  • A. Union Springs, Alabama
    Union Springs, Alabama is a small city in Bullock County known for its historic downtown, hunting and outdoor recreation, and role as the county seat.
  • B. Blountsville, Alabama
    Blountsville, Alabama is a small historic town in northern Alabama known for its rural character and role as one of the early settlements in the region.
  • C. Springville, Alabama
    Springville, Alabama is a small city in central Alabama known for its historic downtown and proximity to the Birmingham metropolitan area.
  • D. Pine Springs, Alabama
    Pine Springs, Alabama is a small unincorporated community located in Morgan County in the northern part of the state.
  • E. Sylvania, Alabama
    Sylvania, Alabama is a small rural town in northeastern Alabama known for its close-knit community and location atop Sand Mountain.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8623158819096ad1678fa9e72bb completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e44215513481908909ce4289aabca6 completed April 19, 2026, 2:46 a.m.
NEDg Description generation batch_69e44c09dd5c8190bddf3dd109a639ba completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e451274ce48190a05f1d37f972c36c completed April 19, 2026, 3:51 a.m.
Created at: April 8, 2026, 9:28 p.m.