Triple
T20540472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medina County, Texas |
E504315
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Natalia, Texas
Natalia, Texas is a small city in south-central Texas known for its rural character and location within the San Antonio metropolitan area.
|
E1437199
|
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: Natalia, Texas | Statement: [Medina County, Texas, hasCity, Natalia, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natalia, Texas Context triple: [Medina County, Texas, hasCity, Natalia, Texas]
-
A.
Nazareth, Texas
Nazareth, Texas is a small rural town in the Texas Panhandle known for its strong German-Catholic heritage and close-knit farming community.
-
B.
Tatum, Texas
Tatum, Texas is a small city in East Texas known for its rural character and location near the intersection of major regional highways.
-
C.
Tye, Texas
Tye, Texas is a small city in West Texas located near Abilene, known primarily as a rural community along major transportation routes.
-
D.
Talty, Texas
Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
-
E.
Nesbitt, Texas
Nesbitt, Texas is a small unincorporated community in Harrison County that forms part of the Longview–Marshall region in East Texas.
- 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: Natalia, Texas Triple: [Medina County, Texas, hasCity, Natalia, Texas]
Generated description
Natalia, Texas is a small city in south-central Texas known for its rural character and location within the San Antonio metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natalia, Texas Target entity description: Natalia, Texas is a small city in south-central Texas known for its rural character and location within the San Antonio metropolitan area.
-
A.
Nazareth, Texas
Nazareth, Texas is a small rural town in the Texas Panhandle known for its strong German-Catholic heritage and close-knit farming community.
-
B.
Tatum, Texas
Tatum, Texas is a small city in East Texas known for its rural character and location near the intersection of major regional highways.
-
C.
Tye, Texas
Tye, Texas is a small city in West Texas located near Abilene, known primarily as a rural community along major transportation routes.
-
D.
Talty, Texas
Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
-
E.
Nesbitt, Texas
Nesbitt, Texas is a small unincorporated community in Harrison County that forms part of the Longview–Marshall region in East Texas.
- 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_69e0b4b476648190bc6019622ae54d3c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a29224f081908298d104161c5bb9 |
completed | April 20, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08a567f39c819098b75ea029b3f740 |
completed | May 16, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_6a08a66836d88190a63b42663455e491 |
completed | May 16, 2026, 5:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08a6e4bd1c8190969cf969812a2e56 |
completed | May 16, 2026, 5:18 p.m. |
Created at: April 16, 2026, 11:37 a.m.