Triple

T10705532
Position Surface form Disambiguated ID Type / Status
Subject Polk County, Texas E252393 entity
Predicate contains P35 FINISHED
Object Indian Springs, Texas
Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
E887139 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: Indian Springs, Texas | Statement: [Polk County, Texas, contains, Indian Springs, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indian Springs, Texas
Context triple: [Polk County, Texas, contains, Indian Springs, Texas]
  • A. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • B. Woodcreek, Texas
    Woodcreek, Texas is a small residential city in the Texas Hill Country, known for its proximity to Wimberley and its scenic, wooded surroundings.
  • C. Mount Pleasant, Texas
    Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
  • D. Springtown, Texas
    Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan area.
  • E. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • 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: Indian Springs, Texas
Triple: [Polk County, Texas, contains, Indian Springs, Texas]
Generated description
Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indian Springs, Texas
Target entity description: Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
  • A. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • B. Woodcreek, Texas
    Woodcreek, Texas is a small residential city in the Texas Hill Country, known for its proximity to Wimberley and its scenic, wooded surroundings.
  • C. Mount Pleasant, Texas
    Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
  • D. Springtown, Texas
    Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan area.
  • E. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fddeb060819094cd125a68070eb2 completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69de847e0ee48190a4c1470fc5296213 completed April 14, 2026, 6:16 p.m.
NEDg Description generation batch_69de8954500c81909b57c4f8007959aa completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f38e3048190b1acc81bb56fe165 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:12 p.m.