Triple

T2928091
Position Surface form Disambiguated ID Type / Status
Subject Houston–The Woodlands–Sugar Land metropolitan area E78892 entity
Predicate containsCity P294 FINISHED
Object Bacliff, Texas
Bacliff, Texas is a small unincorporated coastal community in Galveston County located along the western shore of Galveston Bay.
E326288 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: Bacliff, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Bacliff, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bacliff, Texas
Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Bacliff, Texas]
  • A. Baytown, Texas
    Baytown, Texas is an industrial city in the Houston metropolitan area known for its petrochemical complexes and location along the Gulf Coast.
  • B. Texas City, Texas
    Texas City, Texas is an industrial Gulf Coast city in Galveston County known for its major port facilities, petrochemical complexes, and the site of the 1947 Texas City disaster.
  • C. Beaumont, Texas
    Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
  • D. Lakeway, Texas
    Lakeway, Texas is a suburban lakeside city near Austin known for its affluent residential communities, golf courses, and recreational access to Lake Travis.
  • E. Midlothian, Texas
    Midlothian, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its cement production and industrial base.
  • 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: Bacliff, Texas
Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Bacliff, Texas]
Generated description
Bacliff, Texas is a small unincorporated coastal community in Galveston County located along the western shore of Galveston Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bacliff, Texas
Target entity description: Bacliff, Texas is a small unincorporated coastal community in Galveston County located along the western shore of Galveston Bay.
  • A. Baytown, Texas
    Baytown, Texas is an industrial city in the Houston metropolitan area known for its petrochemical complexes and location along the Gulf Coast.
  • B. Texas City, Texas
    Texas City, Texas is an industrial Gulf Coast city in Galveston County known for its major port facilities, petrochemical complexes, and the site of the 1947 Texas City disaster.
  • C. Beaumont, Texas
    Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
  • D. Lakeway, Texas
    Lakeway, Texas is a suburban lakeside city near Austin known for its affluent residential communities, golf courses, and recreational access to Lake Travis.
  • E. Midlothian, Texas
    Midlothian, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its cement production and industrial base.
  • 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_69b20339e9848190944c64f2f453e765 completed March 12, 2026, 12:05 a.m.
NEDg Description generation batch_69b2043430548190a538c183aef44b44 completed March 12, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b204c812f081908fe5733305123c0e completed March 12, 2026, 12:11 a.m.
Created at: March 8, 2026, 2:55 p.m.