Triple
T18674690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nederland, Texas |
E456568
|
entity |
| Predicate | demographicsRegion |
P2263
|
FINISHED |
| Object | Golden Triangle of Southeast Texas |
—
|
NE NERFINISHED |
How this triple was built (3 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: Golden Triangle of Southeast Texas | Statement: [Nederland, Texas, demographicsRegion, Golden Triangle of Southeast Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Golden Triangle of Southeast Texas Context triple: [Nederland, Texas, demographicsRegion, Golden Triangle of Southeast Texas]
-
A.
Southeast Texas
Southeast Texas is a region of Texas along the Gulf Coast that includes the Houston metropolitan area and is known for its humid climate, petrochemical industry, and diverse urban and coastal communities.
-
B.
East Texas
East Texas is a heavily forested, culturally Southern region of Texas known for its piney woods, oil industry history, and numerous rivers and bayous.
-
C.
Coastal Bend region of Texas
The Coastal Bend region of Texas is a coastal area along the Gulf of Mexico centered around Corpus Christi, known for its ports, petrochemical industry, tourism, and diverse coastal ecosystems.
-
D.
East-Central Texas
East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
-
E.
Brazos Valley region of Texas
The Brazos Valley region of Texas is a largely rural area of east-central Texas centered around the Brazos River and anchored by the Bryan–College Station metropolitan area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Golden Triangle of Southeast Texas Target entity description: The Golden Triangle of Southeast Texas is an industrial and petrochemical hub centered around the cities of Beaumont, Port Arthur, and Orange near the Gulf Coast.
-
A.
Southeast Texas
chosen
Southeast Texas is a region of Texas along the Gulf Coast that includes the Houston metropolitan area and is known for its humid climate, petrochemical industry, and diverse urban and coastal communities.
-
B.
East Texas
East Texas is a heavily forested, culturally Southern region of Texas known for its piney woods, oil industry history, and numerous rivers and bayous.
-
C.
Coastal Bend region of Texas
The Coastal Bend region of Texas is a coastal area along the Gulf of Mexico centered around Corpus Christi, known for its ports, petrochemical industry, tourism, and diverse coastal ecosystems.
-
D.
East-Central Texas
East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
-
E.
Brazos Valley region of Texas
The Brazos Valley region of Texas is a largely rural area of east-central Texas centered around the Brazos River and anchored by the Bryan–College Station metropolitan area.
- F. None of above.
Provenance (2 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b4e390819091ad9dd118ca1f4f |
completed | April 19, 2026, 10:27 p.m. |
Created at: April 10, 2026, 11:48 a.m.