Triple

T19388926
Position Surface form Disambiguated ID Type / Status
Subject Lubbock County, Texas E485009 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Buffalo Springs, Texas
Buffalo Springs, Texas is a small unincorporated community in Lubbock County known for its proximity to Buffalo Springs Lake and its role as a local recreational area.
 E1374499 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: Buffalo Springs, Texas | Statement: [Lubbock County, Texas, hasUnincorporatedCommunity, Buffalo Springs, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buffalo Springs, Texas
Context triple: [Lubbock County, Texas, hasUnincorporatedCommunity, Buffalo Springs, Texas]
  • A. Buffalo Gap, Texas
    Buffalo Gap, Texas is a small historic town in Taylor County known for its frontier heritage and proximity to Abilene.
  • B. Buffalo, Texas
    Buffalo, Texas is a small city in eastern Texas that serves as the primary population and commercial center of Leon County.
  • C. Sulphur Springs, Texas
    Sulphur Springs, Texas is a small city in northeast Texas known as the seat of Hopkins County and recognized for its historic downtown and unique glass public restrooms on the town square.
  • D. Myrtle Springs, Texas
    Myrtle Springs, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • E. Payne Springs, Texas
    Payne Springs, Texas is a small lakeside town in Henderson County known for its residential and recreational access to Cedar Creek Reservoir.
  • 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: Buffalo Springs, Texas
Triple: [Lubbock County, Texas, hasUnincorporatedCommunity, Buffalo Springs, Texas]
Generated description
Buffalo Springs, Texas is a small unincorporated community in Lubbock County known for its proximity to Buffalo Springs Lake and its role as a local recreational area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buffalo Springs, Texas
Target entity description: Buffalo Springs, Texas is a small unincorporated community in Lubbock County known for its proximity to Buffalo Springs Lake and its role as a local recreational area.
  • A. Buffalo Gap, Texas
    Buffalo Gap, Texas is a small historic town in Taylor County known for its frontier heritage and proximity to Abilene.
  • B. Buffalo, Texas
    Buffalo, Texas is a small city in eastern Texas that serves as the primary population and commercial center of Leon County.
  • C. Sulphur Springs, Texas
    Sulphur Springs, Texas is a small city in northeast Texas known as the seat of Hopkins County and recognized for its historic downtown and unique glass public restrooms on the town square.
  • D. Myrtle Springs, Texas
    Myrtle Springs, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • E. Payne Springs, Texas
    Payne Springs, Texas is a small lakeside town in Henderson County known for its residential and recreational access to Cedar Creek Reservoir.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b425e848190ab5ae8ae0a034fe2 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b8503108190bfcd0ac7c94183f7 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072dc9e9808190ab0e5b6dd35147ab completed May 15, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a072e3709e881909d70f130a77fc428 completed May 15, 2026, 2:31 p.m.
Created at: April 10, 2026, 1:36 p.m.