Triple
T12222241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hidalgo County metropolitan area |
E291246
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Palmhurst, Texas
Palmhurst, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, known primarily as a residential community within the McAllen–Edinburg–Mission metropolitan area.
|
E975518
|
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: Palmhurst, Texas | Statement: [Hidalgo County metropolitan area, hasCity, Palmhurst, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmhurst, Texas Context triple: [Hidalgo County metropolitan area, hasCity, Palmhurst, Texas]
-
A.
Palmview, Texas
Palmview, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, forming part of the McAllen–Edinburg–Mission metropolitan area.
-
B.
Palmer, Texas
Palmer, Texas is a small town located in Ellis County within the Dallas–Fort Worth metropolitan area.
-
C.
Mount Pleasant, Texas
Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
-
D.
Pampa, Texas
Pampa, Texas is a small city in the Texas Panhandle known historically for its role in the oil and gas industry and as a regional hub for agriculture and transportation.
-
E.
Pinehurst, Texas
Pinehurst, Texas is a small census-designated community in southeastern Texas known for its suburban residential character within the Greater Houston area.
- 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: Palmhurst, Texas Triple: [Hidalgo County metropolitan area, hasCity, Palmhurst, Texas]
Generated description
Palmhurst, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, known primarily as a residential community within the McAllen–Edinburg–Mission metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palmhurst, Texas Target entity description: Palmhurst, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, known primarily as a residential community within the McAllen–Edinburg–Mission metropolitan area.
-
A.
Palmview, Texas
Palmview, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, forming part of the McAllen–Edinburg–Mission metropolitan area.
-
B.
Palmer, Texas
Palmer, Texas is a small town located in Ellis County within the Dallas–Fort Worth metropolitan area.
-
C.
Mount Pleasant, Texas
Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
-
D.
Pampa, Texas
Pampa, Texas is a small city in the Texas Panhandle known historically for its role in the oil and gas industry and as a regional hub for agriculture and transportation.
-
E.
Pinehurst, Texas
Pinehurst, Texas is a small census-designated community in southeastern Texas known for its suburban residential character within the Greater Houston area.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c961d648190ad6ce5f7d228eee4 |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e5c1c988190a80917dfe782a6b6 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5b107c819082094791fcf7c5f4 |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62009766c8190985fafe9ba53ae7b |
completed | May 2, 2026, 4:02 p.m. |
Created at: April 8, 2026, 9:51 p.m.