Triple

T8868186
Position Surface form Disambiguated ID Type / Status
Subject Five Points, Texas E211072 entity
Predicate locatedInRegion P40 FINISHED
Object north-central Texas
North-central Texas is a region of Texas characterized by the Dallas–Fort Worth metropolitan area and a mix of urban centers, prairies, and rolling plains.
E20730 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: north-central Texas | Statement: [Five Points, Texas, locatedInRegion, north-central Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: north-central Texas
Context triple: [Five Points, Texas, locatedInRegion, north-central Texas]
  • A. central Texas
    Central Texas is a geographic region in the middle of the state of Texas characterized by rolling Hill Country landscapes, a mix of urban centers like Austin and rural areas, and a warm, semi-arid to subtropical climate.
  • B. North Texas
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • C. East-Central Texas
    East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
  • D. South-Central Texas
    South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
  • E. Texoma region
    The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
  • 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: north-central Texas
Triple: [Five Points, Texas, locatedInRegion, north-central Texas]
Generated description
North-central Texas is a region of Texas characterized by the Dallas–Fort Worth metropolitan area and a mix of urban centers, prairies, and rolling plains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: north-central Texas
Target entity description: North-central Texas is a region of Texas characterized by the Dallas–Fort Worth metropolitan area and a mix of urban centers, prairies, and rolling plains.
  • A. central Texas
    Central Texas is a geographic region in the middle of the state of Texas characterized by rolling Hill Country landscapes, a mix of urban centers like Austin and rural areas, and a warm, semi-arid to subtropical climate.
  • B. North Texas chosen
    North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
  • C. East-Central Texas
    East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
  • D. South-Central Texas
    South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
  • E. Texoma region
    The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
  • F. None of above.

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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61241d048190aead14a8f5589856 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdb8094a88190a88e3f23f9ae17c7 completed April 3, 2026, 3:23 p.m.
NEDg Description generation batch_69cfdc8166708190b1c4efc675de1be9 completed April 3, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69cfdcfc28288190b849b3f0216a7e9a completed April 3, 2026, 3:30 p.m.
Created at: March 30, 2026, 6:51 p.m.