Triple
T6406022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shafter, Texas |
E127579
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Presidio, Texas
Presidio, Texas is a small border city in far West Texas situated along the Rio Grande across from Ojinaga, Mexico.
|
E591007
|
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: Presidio, Texas | Statement: [Shafter, Texas, locatedNear, Presidio, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Presidio, Texas Context triple: [Shafter, Texas, locatedNear, Presidio, Texas]
-
A.
San Juan, Texas
San Juan, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, known for its strong Hispanic heritage and proximity to the U.S.–Mexico border.
-
B.
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.
-
C.
Malakoff, Texas
Malakoff, Texas is a small city in East Texas known historically for its brick manufacturing and proximity to Cedar Creek Reservoir.
-
D.
Alvarado, Texas
Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
-
E.
Sabinal, Texas
Sabinal, Texas is a small rural city in south-central Texas known for its agricultural roots and proximity to the Texas Hill Country.
- 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: Presidio, Texas Triple: [Shafter, Texas, locatedNear, Presidio, Texas]
Generated description
Presidio, Texas is a small border city in far West Texas situated along the Rio Grande across from Ojinaga, Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Presidio, Texas Target entity description: Presidio, Texas is a small border city in far West Texas situated along the Rio Grande across from Ojinaga, Mexico.
-
A.
San Juan, Texas
San Juan, Texas is a small city in Hidalgo County in the Rio Grande Valley region of South Texas, known for its strong Hispanic heritage and proximity to the U.S.–Mexico border.
-
B.
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.
-
C.
Malakoff, Texas
Malakoff, Texas is a small city in East Texas known historically for its brick manufacturing and proximity to Cedar Creek Reservoir.
-
D.
Alvarado, Texas
Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
-
E.
Sabinal, Texas
Sabinal, Texas is a small rural city in south-central Texas known for its agricultural roots and proximity to the Texas Hill Country.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068b22c74819092228010708aec6b |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638af5450819089d0b68721eaea4d |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63b6213a881908c6c87c4672b8f3b |
completed | March 27, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63c5f7d508190bd263822cea1b782 |
completed | March 27, 2026, 8:14 a.m. |
Created at: March 22, 2026, 4:41 p.m.