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.