Triple

T18271866
Position Surface form Disambiguated ID Type / Status
Subject Ivanhoe, Texas E437632 entity
Predicate isInCountrySubdivision P9315 FINISHED
Object Texas Panhandle and North Texas region
The Texas Panhandle and North Texas region is a broad area in northern Texas known for its flat plains, ranching and agricultural economy, and major urban centers such as Amarillo, Lubbock, and the Dallas–Fort Worth metroplex.
E1319154 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: Texas Panhandle and North Texas region | Statement: [Ivanhoe, Texas, isInCountrySubdivision, Texas Panhandle and North Texas region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas Panhandle and North Texas region
Context triple: [Ivanhoe, Texas, isInCountrySubdivision, Texas Panhandle and North Texas region]
  • A. 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.
  • 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. North-central Texas
    North-central Texas is a region of Texas characterized by a mix of rural communities and growing urban centers, including parts of the Dallas–Fort Worth area and surrounding small towns.
  • D. West-Central Texas
    West-Central Texas is a region of Texas characterized by its semi-arid plains, ranching and agricultural economy, and mid-sized cities such as Abilene serving as regional hubs.
  • E. Northwest Texas
    Northwest Texas is a loosely defined region of the U.S. state of Texas characterized by its semi-arid plains, agricultural economy, and small rural communities.
  • 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: Texas Panhandle and North Texas region
Triple: [Ivanhoe, Texas, isInCountrySubdivision, Texas Panhandle and North Texas region]
Generated description
The Texas Panhandle and North Texas region is a broad area in northern Texas known for its flat plains, ranching and agricultural economy, and major urban centers such as Amarillo, Lubbock, and the Dallas–Fort Worth metroplex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas Panhandle and North Texas region
Target entity description: The Texas Panhandle and North Texas region is a broad area in northern Texas known for its flat plains, ranching and agricultural economy, and major urban centers such as Amarillo, Lubbock, and the Dallas–Fort Worth metroplex.
  • A. 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.
  • 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. North-central Texas
    North-central Texas is a region of Texas characterized by a mix of rural communities and growing urban centers, including parts of the Dallas–Fort Worth area and surrounding small towns.
  • D. West-Central Texas
    West-Central Texas is a region of Texas characterized by its semi-arid plains, ranching and agricultural economy, and mid-sized cities such as Abilene serving as regional hubs.
  • E. Northwest Texas
    Northwest Texas is a loosely defined region of the U.S. state of Texas characterized by its semi-arid plains, agricultural economy, and small rural communities.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5004f0e7c8190a7206e193012a2d3 completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc136ed48190b9c708086ddce9bc completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03cce06d748190ad810f6bece92eaa completed May 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_6a03cd338eac81908e9ebf97c352e91e completed May 13, 2026, 1 a.m.
Created at: April 10, 2026, 10:34 a.m.