Triple

T21362328
Position Surface form Disambiguated ID Type / Status
Subject Hardin County, Texas E526814 entity
Predicate largestCity P235 FINISHED
Object Lumberton, Texas
Lumberton, Texas is a small city in Southeast Texas that serves as a suburban community near Beaumont and a gateway to the Big Thicket National Preserve.
 E1480207 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: Lumberton, Texas | Statement: [Hardin County, Texas, largestCity, Lumberton, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lumberton, Texas
Context triple: [Hardin County, Texas, largestCity, Lumberton, Texas]
  • A. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • B. Lockney, Texas
    Lockney, Texas is a small rural town in the Texas Panhandle known for its agricultural economy and close-knit community.
  • C. Lott, Texas
    Lott, Texas is a small rural city in central Texas known for its agricultural surroundings and location within Falls County.
  • D. Tatum, Texas
    Tatum, Texas is a small city in East Texas known for its rural character and location near the intersection of major regional highways.
  • E. Burleson, Texas
    Burleson, Texas is a growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to Fort Worth.
  • 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: Lumberton, Texas
Triple: [Hardin County, Texas, largestCity, Lumberton, Texas]
Generated description
Lumberton, Texas is a small city in Southeast Texas that serves as a suburban community near Beaumont and a gateway to the Big Thicket National Preserve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lumberton, Texas
Target entity description: Lumberton, Texas is a small city in Southeast Texas that serves as a suburban community near Beaumont and a gateway to the Big Thicket National Preserve.
  • A. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • B. Lockney, Texas
    Lockney, Texas is a small rural town in the Texas Panhandle known for its agricultural economy and close-knit community.
  • C. Lott, Texas
    Lott, Texas is a small rural city in central Texas known for its agricultural surroundings and location within Falls County.
  • D. Tatum, Texas
    Tatum, Texas is a small city in East Texas known for its rural character and location near the intersection of major regional highways.
  • E. Burleson, Texas
    Burleson, Texas is a growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to Fort Worth.
  • 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_69e0b51d8a308190b09113b3b3f9bc15 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b06b219c81908f7674ae459e7931 completed April 22, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad69993881909b52927f7372fa0a completed May 17, 2026, 11:58 a.m.
NEDg Description generation batch_6a09ae3744588190877e88dd38a80ebd completed May 17, 2026, 12:01 p.m.
NED2 Entity disambiguation (via description) batch_6a09af2184808190b42b5073e90bd83d completed May 17, 2026, 12:05 p.m.
Created at: April 16, 2026, 5:08 p.m.