Triple

T2928071
Position Surface form Disambiguated ID Type / Status
Subject Houston–The Woodlands–Sugar Land metropolitan area E78892 entity
Predicate containsCity P294 FINISHED
Object Alief, Houston
Alief is a diverse, densely populated suburban neighborhood in southwest Houston, Texas, known for its multicultural community and mix of residential and commercial areas.
E312230 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: Alief, Houston | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Alief, Houston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alief, Houston
Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Alief, Houston]
  • A. Southwest Houston
    Southwest Houston is a large, diverse residential and commercial area of Houston, Texas, known for its mix of established neighborhoods, shopping centers, and multicultural communities.
  • B. Third Ward, Houston
    Third Ward, Houston is a historically Black, culturally rich neighborhood near downtown Houston known for its civil rights legacy, arts scene, and educational institutions.
  • C. Downtown Houston
    Downtown Houston is the central business district and urban core of Houston, Texas, known for its skyscrapers, entertainment venues, and major sports arenas.
  • D. Highland Park
    Highland Park is a residential neighborhood located within Upper Darby Township in Delaware County, Pennsylvania.
  • E. Highland Park
    Highland Park is a primarily residential neighborhood in southwestern Saint Paul, Minnesota, known for its tree-lined streets, access to the Mississippi River, and mix of single-family homes and local businesses.
  • 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: Alief, Houston
Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Alief, Houston]
Generated description
Alief is a diverse, densely populated suburban neighborhood in southwest Houston, Texas, known for its multicultural community and mix of residential and commercial areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alief, Houston
Target entity description: Alief is a diverse, densely populated suburban neighborhood in southwest Houston, Texas, known for its multicultural community and mix of residential and commercial areas.
  • A. Southwest Houston
    Southwest Houston is a large, diverse residential and commercial area of Houston, Texas, known for its mix of established neighborhoods, shopping centers, and multicultural communities.
  • B. Third Ward, Houston
    Third Ward, Houston is a historically Black, culturally rich neighborhood near downtown Houston known for its civil rights legacy, arts scene, and educational institutions.
  • C. Downtown Houston
    Downtown Houston is the central business district and urban core of Houston, Texas, known for its skyscrapers, entertainment venues, and major sports arenas.
  • D. Highland Park
    Highland Park is a primarily residential neighborhood in southwestern Saint Paul, Minnesota, known for its tree-lined streets, access to the Mississippi River, and mix of single-family homes and local businesses.
  • E. Highland Park
    Highland Park is an affluent, independently governed town that forms an upscale enclave within the Dallas metropolitan area in Texas.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97ff0ddc8190acba9863bbe4f54b completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0866c24c88190af6c5246b5c78c70 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d55128fc8190919354199e4c21bf completed March 11, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_69b0d5f35adc81909af0a7cafbeb92de completed March 11, 2026, 2:39 a.m.
Created at: March 8, 2026, 2:55 p.m.