Triple

T5037554
Position Surface form Disambiguated ID Type / Status
Subject Longview metropolitan area E113462 entity
Predicate containsCity P294 FINISHED
Object White Oak, Texas
White Oak, Texas is a small city in Gregg County that functions largely as a residential community within the Longview metropolitan area in East Texas.
 E493384 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: White Oak, Texas | Statement: [Longview metropolitan area, containsCity, White Oak, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: White Oak, Texas
Context triple: [Longview metropolitan area, containsCity, White Oak, Texas]
  • A. Red Oak, Texas
    Red Oak, Texas is a growing suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major urban centers.
  • B. Double Oak, Texas
    Double Oak, Texas is a small suburban town in Denton County known for its semi-rural character, large residential lots, and proximity to the Dallas–Fort Worth metropolitan area.
  • C. Waxahachie, Texas
    Waxahachie, Texas is a historic North Texas city known for its Victorian architecture, annual Scarborough Renaissance Festival, and role as a regional cultural and economic center.
  • D. Lone Oak, Texas
    Lone Oak, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
  • E. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • 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: White Oak, Texas
Triple: [Longview metropolitan area, containsCity, White Oak, Texas]
Generated description
White Oak, Texas is a small city in Gregg County that functions largely as a residential community within the Longview metropolitan area in East Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: White Oak, Texas
Target entity description: White Oak, Texas is a small city in Gregg County that functions largely as a residential community within the Longview metropolitan area in East Texas.
  • A. Red Oak, Texas
    Red Oak, Texas is a growing suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major urban centers.
  • B. Double Oak, Texas
    Double Oak, Texas is a small suburban town in Denton County known for its semi-rural character, large residential lots, and proximity to the Dallas–Fort Worth metropolitan area.
  • C. Waxahachie, Texas
    Waxahachie, Texas is a historic North Texas city known for its Victorian architecture, annual Scarborough Renaissance Festival, and role as a regional cultural and economic center.
  • D. Lone Oak, Texas
    Lone Oak, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
  • E. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73daaa788190b670f6c328bfa44f completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba5ec4308190aff8b1c4e494e0e2 completed March 21, 2026, 3:33 p.m.
NEDg Description generation batch_69bebb9c83c08190aa026fa4e50f2069 completed March 21, 2026, 3:39 p.m.
NED2 Entity disambiguation (via description) batch_69bebc0b38e88190830eb74292e00e93 completed March 21, 2026, 3:40 p.m.
Created at: March 20, 2026, 1:37 p.m.