Triple

T2928034
Position Surface form Disambiguated ID Type / Status
Subject Houston–The Woodlands–Sugar Land metropolitan area E78892 entity
Predicate containsCity P294 FINISHED
Object Cleveland, Texas
Cleveland, Texas is a small city in Liberty County that serves as a rural-tinged residential and commercial community on the northeastern fringe of the Greater Houston metropolitan area.
 E451387 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: Cleveland, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Cleveland, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cleveland, Texas
Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Cleveland, Texas]
  • A. Clarksville, Texas
    Clarksville, Texas is a small historic city in northeastern Texas known for its role as an early commercial and cultural center in the Red River region.
  • B. Newark, Texas
    Newark, Texas is a small city in the Dallas–Fort Worth metropolitan area known for its rural character and proximity to Eagle Mountain Lake.
  • C. St. Paul, Texas
    St. Paul, Texas is a small incorporated town in North Texas that forms part of the fast-growing Dallas–Fort Worth metropolitan area.
  • D. Crowley, Texas
    Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
  • E. Oak Ridge, Texas
    Oak Ridge, Texas is a small town located in Kaufman County in the northeastern region of the state, within the Dallas–Fort Worth metropolitan area.
  • 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: Cleveland, Texas
Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Cleveland, Texas]
Generated description
Cleveland, Texas is a small city in Liberty County that serves as a rural-tinged residential and commercial community on the northeastern fringe of the Greater Houston metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cleveland, Texas
Target entity description: Cleveland, Texas is a small city in Liberty County that serves as a rural-tinged residential and commercial community on the northeastern fringe of the Greater Houston metropolitan area.
  • A. Clarksville, Texas
    Clarksville, Texas is a small historic city in northeastern Texas known for its role as an early commercial and cultural center in the Red River region.
  • B. Newark, Texas
    Newark, Texas is a small city in the Dallas–Fort Worth metropolitan area known for its rural character and proximity to Eagle Mountain Lake.
  • C. St. Paul, Texas
    St. Paul, Texas is a small incorporated town in North Texas that forms part of the fast-growing Dallas–Fort Worth metropolitan area.
  • D. Crowley, Texas
    Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
  • E. Oak Ridge, Texas
    Oak Ridge, Texas is a small town located in Kaufman County in the northeastern region of the state, within the Dallas–Fort Worth metropolitan area.
  • 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_69bdb8d89e248190a9cd92e9f61697f8 completed March 20, 2026, 9:15 p.m.
NEDg Description generation batch_69bdbe7657c08190a1dfb6afadd27cc7 completed March 20, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69bdbed900b48190b8f41dc306dfed48 completed March 20, 2026, 9:40 p.m.
Created at: March 8, 2026, 2:55 p.m.