Triple
T22739074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin County, Texas |
E562355
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Ark-Tex Council of Governments
The Ark-Tex Council of Governments is a regional planning and intergovernmental coordination agency serving multiple counties and communities in the Northeast Texas and Southwest Arkansas area.
|
E1552695
|
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: Ark-Tex Council of Governments | Statement: [Franklin County, Texas, partOf, Ark-Tex Council of Governments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ark-Tex Council of Governments Context triple: [Franklin County, Texas, partOf, Ark-Tex Council of Governments]
-
A.
Texarkana Metropolitan Planning Organization
The Texarkana Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Texarkana metropolitan area in Texas.
-
B.
Texas Association of Regional Councils
The Texas Association of Regional Councils is a statewide organization that represents and supports Texas’ regional planning commissions and councils of governments in areas such as regional planning, service coordination, and intergovernmental cooperation.
-
C.
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.
-
D.
Waco Metropolitan Planning Organization
The Waco Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the greater Waco, Texas area.
-
E.
Texarkana Regional Arts and Humanities Council
The Texarkana Regional Arts and Humanities Council is a nonprofit organization that promotes and supports arts, culture, and humanities programs in the Texarkana region.
- 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: Ark-Tex Council of Governments Triple: [Franklin County, Texas, partOf, Ark-Tex Council of Governments]
Generated description
The Ark-Tex Council of Governments is a regional planning and intergovernmental coordination agency serving multiple counties and communities in the Northeast Texas and Southwest Arkansas area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ark-Tex Council of Governments Target entity description: The Ark-Tex Council of Governments is a regional planning and intergovernmental coordination agency serving multiple counties and communities in the Northeast Texas and Southwest Arkansas area.
-
A.
Texarkana Metropolitan Planning Organization
The Texarkana Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Texarkana metropolitan area in Texas.
-
B.
Texas Association of Regional Councils
The Texas Association of Regional Councils is a statewide organization that represents and supports Texas’ regional planning commissions and councils of governments in areas such as regional planning, service coordination, and intergovernmental cooperation.
-
C.
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.
-
D.
Waco Metropolitan Planning Organization
The Waco Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the greater Waco, Texas area.
-
E.
Texarkana Regional Arts and Humanities Council
The Texarkana Regional Arts and Humanities Council is a nonprofit organization that promotes and supports arts, culture, and humanities programs in the Texarkana region.
- 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_69e245513a5c81908d5cb471b4fc429d |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17971751081909253984429c8d178 |
completed | April 29, 2026, 3:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b8fce978c81908b83f84dc1357c91 |
completed | May 18, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_6a0b937b20008190817512be3d48df39 |
completed | May 18, 2026, 10:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b946320e0819097ef9c4638595dff |
completed | May 18, 2026, 10:36 p.m. |
Created at: April 17, 2026, 3:22 p.m.