Triple

T5037553
Position Surface form Disambiguated ID Type / Status
Subject Longview metropolitan area E113462 entity
Predicate containsCity P294 FINISHED
Object Gladewater, Texas
Gladewater, Texas is a small East Texas city historically known as the "Antique Capital of East Texas" and for its roots in the early 20th-century oil boom.
 E487781 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: Gladewater, Texas | Statement: [Longview metropolitan area, containsCity, Gladewater, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gladewater, Texas
Context triple: [Longview metropolitan area, containsCity, Gladewater, Texas]
  • A. Greenville, Texas
    Greenville, Texas is a small city in North Texas that serves as the county seat of Hunt County and a regional hub for commerce and industry.
  • B. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • C. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • D. Richwood, Texas
    Richwood, Texas is a small city in Brazoria County that forms part of the Greater Houston metropolitan region.
  • E. Saginaw, Texas
    Saginaw, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its strong railroad heritage and grain elevator industry.
  • 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: Gladewater, Texas
Triple: [Longview metropolitan area, containsCity, Gladewater, Texas]
Generated description
Gladewater, Texas is a small East Texas city historically known as the "Antique Capital of East Texas" and for its roots in the early 20th-century oil boom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gladewater, Texas
Target entity description: Gladewater, Texas is a small East Texas city historically known as the "Antique Capital of East Texas" and for its roots in the early 20th-century oil boom.
  • A. Greenville, Texas
    Greenville, Texas is a small city in North Texas that serves as the county seat of Hunt County and a regional hub for commerce and industry.
  • B. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • C. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • D. Richwood, Texas
    Richwood, Texas is a small city in Brazoria County that forms part of the Greater Houston metropolitan region.
  • E. Saginaw, Texas
    Saginaw, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its strong railroad heritage and grain elevator industry.
  • 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_69be9c7c8ba881908240c7f338ad9784 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d191ea481908ccbba1927fcbb43 completed March 21, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69be9db965cc8190a482813f4bd1ad60 completed March 21, 2026, 1:31 p.m.
Created at: March 20, 2026, 1:37 p.m.