Triple
T11402894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Angelo, Texas |
E270159
|
entity |
| Predicate | isCulturalCenterFor |
P4313
|
FINISHED |
| Object |
Concho Valley region
The Concho Valley region is an area of West Texas centered around San Angelo, known for its ranching heritage, oil and gas production, and role as a regional hub for commerce and culture.
|
E925212
|
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: Concho Valley region | Statement: [San Angelo, Texas, isCulturalCenterFor, Concho Valley region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Concho Valley region Context triple: [San Angelo, Texas, isCulturalCenterFor, Concho Valley region]
-
A.
Big Bend region
The Big Bend region is a sparsely populated, largely rural coastal area of northern Florida known for its marshes, forests, and relatively undeveloped Gulf shoreline.
-
B.
Pecos Valley
Pecos Valley is a historic region in northern New Mexico known for its long-standing Indigenous settlements, Spanish colonial missions, and distinctive high-desert landscape.
-
C.
Trans-Pecos region
The Trans-Pecos region is the arid, mountainous far western portion of Texas known for its desert landscapes, sparse population, and cultural and geographic ties to the American Southwest.
-
D.
Carrizo Badlands
Carrizo Badlands is a rugged, arid landscape of deeply eroded canyons and badland formations located in Southern California’s desert region.
-
E.
San Jacinto Valley
San Jacinto Valley is a populated inland valley in Southern California known for its agricultural communities and growing suburban cities such as Hemet and San Jacinto.
- 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: Concho Valley region Triple: [San Angelo, Texas, isCulturalCenterFor, Concho Valley region]
Generated description
The Concho Valley region is an area of West Texas centered around San Angelo, known for its ranching heritage, oil and gas production, and role as a regional hub for commerce and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Concho Valley region Target entity description: The Concho Valley region is an area of West Texas centered around San Angelo, known for its ranching heritage, oil and gas production, and role as a regional hub for commerce and culture.
-
A.
Big Bend region
The Big Bend region is a sparsely populated, largely rural coastal area of northern Florida known for its marshes, forests, and relatively undeveloped Gulf shoreline.
-
B.
Pecos Valley
Pecos Valley is a historic region in northern New Mexico known for its long-standing Indigenous settlements, Spanish colonial missions, and distinctive high-desert landscape.
-
C.
Trans-Pecos region
The Trans-Pecos region is the arid, mountainous far western portion of Texas known for its desert landscapes, sparse population, and cultural and geographic ties to the American Southwest.
-
D.
Carrizo Badlands
Carrizo Badlands is a rugged, arid landscape of deeply eroded canyons and badland formations located in Southern California’s desert region.
-
E.
San Jacinto Valley
San Jacinto Valley is a populated inland valley in Southern California known for its agricultural communities and growing suburban cities such as Hemet and San Jacinto.
- 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_69d6aacdbc6c8190af6dc3d5f5d22836 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d8014ab46881909fa1d425926c617b |
completed | April 9, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b834cee48190ac09c1e1df4c12d0 |
completed | April 20, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69e5c289b5ac81909bdaec61a66f6654 |
completed | April 20, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c43f4b4c8190aeae600364d2e4ac |
completed | April 20, 2026, 6:14 a.m. |
Created at: April 8, 2026, 9:34 p.m.