Triple

T10667563
Position Surface form Disambiguated ID Type / Status
Subject Liberty County, Texas E251394 entity
Predicate containsSettlement P847 FINISHED
Object Coldspring-Oakhurst area outskirts
Coldspring-Oakhurst area outskirts refers to the rural fringe communities and landscapes surrounding the Coldspring-Oakhurst region in eastern Texas, characterized by wooded areas, scattered homes, and small local roads.
E877546 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: Coldspring-Oakhurst area outskirts | Statement: [Liberty County, Texas, containsSettlement, Coldspring-Oakhurst area outskirts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coldspring-Oakhurst area outskirts
Context triple: [Liberty County, Texas, containsSettlement, Coldspring-Oakhurst area outskirts]
  • A. West Coldspring neighborhood
    West Coldspring neighborhood is a residential area in Baltimore, Maryland, known for its proximity to public transit and urban community character.
  • B. Cedar Hills area
    The Cedar Hills area is a suburban neighborhood in Beaverton, Oregon, characterized by residential communities, shopping centers, and proximity to major transit and freeway routes.
  • C. North Road area
    The North Road area is a residential neighbourhood within the town of Bellshill in North Lanarkshire, Scotland.
  • D. Timber Creek area
    Timber Creek area is a scenic region in Zion National Park known for its rugged canyons, viewpoints, and proximity to Horse Ranch Mountain.
  • E. Summerhill area
    The Summerhill area is an upscale residential neighbourhood in midtown Toronto known for its historic architecture, tree-lined streets, and convenient transit access.
  • 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: Coldspring-Oakhurst area outskirts
Triple: [Liberty County, Texas, containsSettlement, Coldspring-Oakhurst area outskirts]
Generated description
Coldspring-Oakhurst area outskirts refers to the rural fringe communities and landscapes surrounding the Coldspring-Oakhurst region in eastern Texas, characterized by wooded areas, scattered homes, and small local roads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coldspring-Oakhurst area outskirts
Target entity description: Coldspring-Oakhurst area outskirts refers to the rural fringe communities and landscapes surrounding the Coldspring-Oakhurst region in eastern Texas, characterized by wooded areas, scattered homes, and small local roads.
  • A. West Coldspring neighborhood
    West Coldspring neighborhood is a residential area in Baltimore, Maryland, known for its proximity to public transit and urban community character.
  • B. Cedar Hills area
    The Cedar Hills area is a suburban neighborhood in Beaverton, Oregon, characterized by residential communities, shopping centers, and proximity to major transit and freeway routes.
  • C. North Road area
    The North Road area is a residential neighbourhood within the town of Bellshill in North Lanarkshire, Scotland.
  • D. Timber Creek area
    Timber Creek area is a scenic region in Zion National Park known for its rugged canyons, viewpoints, and proximity to Horse Ranch Mountain.
  • E. Summerhill area
    The Summerhill area is an upscale residential neighbourhood in midtown Toronto known for its historic architecture, tree-lined streets, and convenient transit access.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f860790c81909c2c1d3c489ec5b4 completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d97a9ceea08190944354d127f2c73b completed April 10, 2026, 10:33 p.m.
NEDg Description generation batch_69d97df755708190bf71d04ead7eaa2c completed April 10, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69d97e96d9888190ba693e1df7eb502d completed April 10, 2026, 10:49 p.m.
Created at: April 8, 2026, 9:08 p.m.