Triple

T2928076
Position Surface form Disambiguated ID Type / Status
Subject Houston–The Woodlands–Sugar Land metropolitan area E78892 entity
Predicate containsCity P294 FINISHED
Object Pecan Grove, Texas
Pecan Grove, Texas is a suburban community in Fort Bend County known for its residential neighborhoods and proximity to the greater Houston metropolitan area.
 E318702 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: Pecan Grove, Texas | Statement: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Pecan Grove, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pecan Grove, Texas
Context triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Pecan Grove, Texas]
  • A. Pecan Hill, Texas
    Pecan Hill, Texas is a small rural city located in Ellis County within the Dallas–Fort Worth metropolitan area.
  • B. Oak Grove, Texas
    Oak Grove, Texas is a small town located in Kaufman County within the Dallas–Fort Worth metropolitan area.
  • C. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • D. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • E. Lone Oak, Texas
    Lone Oak, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
  • 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: Pecan Grove, Texas
Triple: [Houston–The Woodlands–Sugar Land metropolitan area, containsCity, Pecan Grove, Texas]
Generated description
Pecan Grove, Texas is a suburban community in Fort Bend County known for its residential neighborhoods and proximity to the greater Houston metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pecan Grove, Texas
Target entity description: Pecan Grove, Texas is a suburban community in Fort Bend County known for its residential neighborhoods and proximity to the greater Houston metropolitan area.
  • A. Pecan Hill, Texas
    Pecan Hill, Texas is a small rural city located in Ellis County within the Dallas–Fort Worth metropolitan area.
  • B. Oak Grove, Texas
    Oak Grove, Texas is a small town located in Kaufman County within the Dallas–Fort Worth metropolitan area.
  • C. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • D. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • E. Lone Oak, Texas
    Lone Oak, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
  • 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_69b12e181898819087ed4acfd24c00a1 completed March 11, 2026, 8:55 a.m.
NEDg Description generation batch_69b12f188c7c81908d1d575252dc4bda completed March 11, 2026, 9 a.m.
NED2 Entity disambiguation (via description) batch_69b1c9bccb3081909e6869b5cba68117 completed March 11, 2026, 7:59 p.m.
Created at: March 8, 2026, 2:55 p.m.