Triple
T12222232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hidalgo County metropolitan area |
E291246
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Weslaco, Texas
Weslaco, Texas is a mid-sized city in the Rio Grande Valley of South Texas known for its agricultural economy, proximity to the U.S.–Mexico border, and role as a regional commercial and cultural center.
|
E1006900
|
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: Weslaco, Texas | Statement: [Hidalgo County metropolitan area, hasCity, Weslaco, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Weslaco, Texas Context triple: [Hidalgo County metropolitan area, hasCity, Weslaco, Texas]
-
A.
Velasco, Texas
Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
-
B.
McAllen, Texas
McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
-
C.
Pharr, Texas
Pharr, Texas is a rapidly growing city in the Rio Grande Valley of South Texas, known as a major commercial and transportation hub on the U.S.–Mexico border.
-
D.
Cinco Ranch, Texas
Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
-
E.
Los Fresnos, Texas
Los Fresnos, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the U.S.–Mexico border.
- 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: Weslaco, Texas Triple: [Hidalgo County metropolitan area, hasCity, Weslaco, Texas]
Generated description
Weslaco, Texas is a mid-sized city in the Rio Grande Valley of South Texas known for its agricultural economy, proximity to the U.S.–Mexico border, and role as a regional commercial and cultural center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Weslaco, Texas Target entity description: Weslaco, Texas is a mid-sized city in the Rio Grande Valley of South Texas known for its agricultural economy, proximity to the U.S.–Mexico border, and role as a regional commercial and cultural center.
-
A.
Velasco, Texas
Velasco, Texas was a historic Gulf Coast port town that played a key role in early Texas history, including as the site where treaties ending the Texas Revolution were signed.
-
B.
McAllen, Texas
McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
-
C.
Pharr, Texas
Pharr, Texas is a rapidly growing city in the Rio Grande Valley of South Texas, known as a major commercial and transportation hub on the U.S.–Mexico border.
-
D.
Cinco Ranch, Texas
Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
-
E.
Los Fresnos, Texas
Los Fresnos, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the U.S.–Mexico border.
- 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_69f69b7c615481909659aed4ae72f572 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69d7984d48190adf5409a1ac7346a |
completed | May 3, 2026, 12:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69e2abc38819095ff4977f2df9b2b |
completed | May 3, 2026, 1 a.m. |
Created at: April 8, 2026, 9:51 p.m.