Triple
T20679087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas area technology cluster |
E508240
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Sun Belt technology corridor |
—
|
NE NERFINISHED |
How this triple was built (2 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: Sun Belt technology corridor | Statement: [Dallas area technology cluster, partOf, Sun Belt technology corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sun Belt technology corridor Context triple: [Dallas area technology cluster, partOf, Sun Belt technology corridor]
-
A.
Sunbelt
chosen
Sunbelt is a region of the United States known for its warm climate, rapid population growth, and expanding economic development, especially in the South and Southwest.
-
B.
Arizona Sun Corridor
The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
-
C.
Energy Corridor District
The Energy Corridor District is a management and improvement district in west Houston that oversees development, infrastructure, and services in the city’s major energy industry hub.
-
D.
Los Angeles–Phoenix–Tucson corridor
The Los Angeles–Phoenix–Tucson corridor is a major interstate transportation and economic axis in the southwestern United States linking Southern California with central and southern Arizona.
-
E.
Gulf of Mexico industrial corridor
The Gulf of Mexico industrial corridor is a major transnational belt of heavy industry, petrochemical complexes, and port infrastructure along the Gulf coast that drives much of the region’s export-oriented economic activity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6bea516b88190b3e90d03fa981a44 |
completed | April 21, 2026, 12:02 a.m. |
Created at: April 16, 2026, 11:44 a.m.