Triple

T2665537
Position Surface form Disambiguated ID Type / Status
Subject Texas's 22nd congressional district E55625 entity
Predicate majorCityInDistrict P36757 FINISHED
Object Missouri City, Texas
Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
E301891 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: Missouri City, Texas | Statement: [Texas's 22nd congressional district, majorCityInDistrict, Missouri City, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Missouri City, Texas
Context triple: [Texas's 22nd congressional district, majorCityInDistrict, Missouri City, Texas]
  • A. Texarkana, Texas
    Texarkana, Texas is a border city in northeastern Texas, adjacent to Texarkana, Arkansas, known as a regional transportation and commercial hub.
  • B. 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.
  • C. Richmond, Texas
    Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
  • D. Mobile City, Texas
    Mobile City, Texas is a tiny, predominantly commercial town in Rockwall County known for its cluster of mobile home parks and retail businesses along Interstate 30.
  • E. DeSoto, Texas
    DeSoto, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Dallas.
  • 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: Missouri City, Texas
Triple: [Texas's 22nd congressional district, majorCityInDistrict, Missouri City, Texas]
Generated description
Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Missouri City, Texas
Target entity description: Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
  • A. Texarkana, Texas
    Texarkana, Texas is a border city in northeastern Texas, adjacent to Texarkana, Arkansas, known as a regional transportation and commercial hub.
  • B. 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.
  • C. Richmond, Texas
    Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
  • D. Mobile City, Texas
    Mobile City, Texas is a tiny, predominantly commercial town in Rockwall County known for its cluster of mobile home parks and retail businesses along Interstate 30.
  • E. DeSoto, Texas
    DeSoto, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to Dallas.
  • 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_69ab49e54de48190be708cd1cf8be073 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd96ed2748190a4feae98199b459d completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce812640819085c46f7452b5913b completed March 10, 2026, 7:55 a.m.
NEDg Description generation batch_69afd037b4ac81909db8a8762e8edaf4 completed March 10, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69afd096b0bc8190a0a4f9d004bf4d8f completed March 10, 2026, 8:04 a.m.
Created at: March 6, 2026, 9:54 p.m.