Triple
T4040137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Highland Village, Texas |
E83925
|
entity |
| Predicate | regionalPlanningBody |
P20557
|
FINISHED |
| Object |
North Central Texas Council of Governments
The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
|
E408845
|
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 Council of Governments | Statement: [City of Highland Village, Texas, regionalPlanningBody, North Central Texas Council of Governments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Central Texas Council of Governments Context triple: [City of Highland Village, Texas, regionalPlanningBody, North Central Texas Council of Governments]
-
A.
Carrollton-Farmers Branch Independent School District
Carrollton-Farmers Branch Independent School District is a public school district in the Dallas–Fort Worth area of Texas that serves students in the cities of Carrollton, Farmers Branch, and surrounding communities.
-
B.
North Central Texas College
North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
-
C.
Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in the state.
-
D.
Collin County, Texas
Collin County, Texas is a rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for its affluent communities, strong school districts, and major corporate presence.
-
E.
Bryan–College Station metropolitan area
The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
- 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 Council of Governments Triple: [City of Highland Village, Texas, regionalPlanningBody, North Central Texas Council of Governments]
Generated description
The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Central Texas Council of Governments Target entity description: The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
-
A.
Carrollton-Farmers Branch Independent School District
Carrollton-Farmers Branch Independent School District is a public school district in the Dallas–Fort Worth area of Texas that serves students in the cities of Carrollton, Farmers Branch, and surrounding communities.
-
B.
North Central Texas College
North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
-
C.
Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in the state.
-
D.
Collin County, Texas
Collin County, Texas is a rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for its affluent communities, strong school districts, and major corporate presence.
-
E.
Bryan–College Station metropolitan area
The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55649b75c819086b272f56ac73be4 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a1974348190b6c8ca74fb9da47e |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a828d7881908e3e9a14bc77103c |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.