Triple

T16628171
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Texas E404004 entity
Predicate partOf P40 FINISHED
Object Houston–The Woodlands–Sugar Land metropolitan area (part, via Huntsville micropolitan area linkage) E78892 NE FINISHED

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: Houston–The Woodlands–Sugar Land metropolitan area (part, via Huntsville micropolitan area linkage) | Statement: [Walker County, Texas, partOf, Houston–The Woodlands–Sugar Land metropolitan area (part, via Huntsville micropolitan area linkage)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Houston–The Woodlands–Sugar Land metropolitan area (part, via Huntsville micropolitan area linkage)
Context triple: [Walker County, Texas, partOf, Houston–The Woodlands–Sugar Land metropolitan area (part, via Huntsville micropolitan area linkage)]
  • A. Houston–The Woodlands–Sugar Land metropolitan area chosen
    The Houston–The Woodlands–Sugar Land metropolitan area is a major U.S. urban region in Southeast Texas centered on Houston, known for its large and diverse population, energy and aerospace industries, and significant economic and cultural influence.
  • B. Energy Corridor area of Houston
    The Energy Corridor area of Houston is a major business district on Houston’s west side known for its concentration of energy industry headquarters, large office complexes, and proximity to parks and master-planned communities.
  • C. Greater Austin metropolitan area
    The Greater Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its tech industry, vibrant culture, and strong economy.
  • D. Memorial area of Houston
    The Memorial area of Houston is an affluent, tree-lined residential and commercial district in west Houston known for its upscale neighborhoods, proximity to major parks, and convenient access to key employment centers.
  • E. Bryan–College Station metropolitan area
    The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378e2683481908c9a5ed895a09a6e completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dbc6cf48190879b25e66c9453db completed May 10, 2026, 12:44 p.m.
Created at: April 10, 2026, 5:17 a.m.