Triple

T2939386
Position Surface form Disambiguated ID Type / Status
Subject Southeast Texas E79346 entity
Predicate hasMajorCity P316 FINISHED
Object Orange, Texas
Orange, Texas is a small industrial and port city on the Sabine River near the Louisiana border, known for its petrochemical industry and role in the Southeast Texas region.
E314437 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: Orange, Texas | Statement: [Southeast Texas, hasMajorCity, Orange, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orange, Texas
Context triple: [Southeast Texas, hasMajorCity, Orange, Texas]
  • A. Oak Ridge, Texas
    Oak Ridge, Texas is a small town located in Kaufman County in the northeastern region of the state, within the Dallas–Fort Worth metropolitan area.
  • B. Aurora, Texas
    Aurora, Texas is a small rural town in North Texas best known for its 1897 "UFO crash" legend and historic cemetery.
  • C. Gonzales, Texas
    Gonzales, Texas is a historic town best known as the site of the first battle of the Texas Revolution and the origin of the famous "Come and Take It" slogan.
  • D. Garland, Texas
    Garland, Texas is a large suburban city in northeastern Texas known for its diverse community, manufacturing base, and role as a major suburb of Dallas within the Dallas–Fort Worth metropolitan area.
  • E. Mission, Texas
    Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
  • 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: Orange, Texas
Triple: [Southeast Texas, hasMajorCity, Orange, Texas]
Generated description
Orange, Texas is a small industrial and port city on the Sabine River near the Louisiana border, known for its petrochemical industry and role in the Southeast Texas region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orange, Texas
Target entity description: Orange, Texas is a small industrial and port city on the Sabine River near the Louisiana border, known for its petrochemical industry and role in the Southeast Texas region.
  • A. Oak Ridge, Texas
    Oak Ridge, Texas is a small town located in Kaufman County in the northeastern region of the state, within the Dallas–Fort Worth metropolitan area.
  • B. Aurora, Texas
    Aurora, Texas is a small rural town in North Texas best known for its 1897 "UFO crash" legend and historic cemetery.
  • C. Gonzales, Texas
    Gonzales, Texas is a historic town best known as the site of the first battle of the Texas Revolution and the origin of the famous "Come and Take It" slogan.
  • D. Garland, Texas
    Garland, Texas is a large suburban city in northeastern Texas known for its diverse community, manufacturing base, and role as a major suburb of Dallas within the Dallas–Fort Worth metropolitan area.
  • E. Mission, Texas
    Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad986d9a248190927efc1a0c7d247f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc7063dc819086ae9280d060313e completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd07b82881908d52ab2db2f2e54c completed March 11, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b0fdba0fd88190a2e760f1770e846c completed March 11, 2026, 5:29 a.m.
Created at: March 8, 2026, 2:56 p.m.