Triple
T2690565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pharr, Texas |
E58390
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Hidalgo County metropolitan area
The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
|
E291246
|
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: Hidalgo County metropolitan area | Statement: [Pharr, Texas, isPartOf, Hidalgo County metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hidalgo County metropolitan area Context triple: [Pharr, Texas, isPartOf, Hidalgo County metropolitan area]
-
A.
Navarro County, Texas
Navarro County, Texas is a county in north-central Texas known for its seat in Corsicana and its location along major transportation routes between Dallas and Houston.
-
B.
Bexar County
Bexar County is a county in south-central Texas that includes the city of San Antonio and serves as a major cultural, historical, and economic hub of the region.
-
C.
Hood County, Texas
Hood County, Texas is a county in north-central Texas known for its seat Granbury and its inclusion in the greater Dallas–Fort Worth metropolitan region.
-
D.
Travis County, Texas
Travis County, Texas is a central Texas county that includes the city of Austin, the state capital and a major cultural, political, and technological hub.
-
E.
Montgomery County, Texas
Montgomery County, Texas is a rapidly growing county in southeastern Texas, north of Houston, known for its suburban communities, Lake Conroe recreation area, and role as part of the Greater Houston metropolitan 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: Hidalgo County metropolitan area Triple: [Pharr, Texas, isPartOf, Hidalgo County metropolitan area]
Generated description
The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hidalgo County metropolitan area Target entity description: The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
-
A.
Navarro County, Texas
Navarro County, Texas is a county in north-central Texas known for its seat in Corsicana and its location along major transportation routes between Dallas and Houston.
-
B.
Bexar County
Bexar County is a county in south-central Texas that includes the city of San Antonio and serves as a major cultural, historical, and economic hub of the region.
-
C.
Hood County, Texas
Hood County, Texas is a county in north-central Texas known for its seat Granbury and its inclusion in the greater Dallas–Fort Worth metropolitan region.
-
D.
Travis County, Texas
Travis County, Texas is a central Texas county that includes the city of Austin, the state capital and a major cultural, political, and technological hub.
-
E.
Montgomery County, Texas
Montgomery County, Texas is a rapidly growing county in southeastern Texas, north of Houston, known for its suburban communities, Lake Conroe recreation area, and role as part of the Greater Houston metropolitan 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_69ab4ac269e481909cb317d79e68b75b |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda0ba2208190ad87763ecbef8c3c |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf5e85bc81908ba1b1968cfa440a |
completed | March 10, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69afafddb2a081909b891eed7ba5411d |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb10304488190a1129efae36b3c4e |
completed | March 10, 2026, 5:49 a.m. |
Created at: March 6, 2026, 9:54 p.m.