Triple

T4535972
Position Surface form Disambiguated ID Type / Status
Subject Texarkana, Texas E107408 entity
Predicate locatedInEcologicalRegion P948 FINISHED
Object Piney Woods
Piney Woods is a heavily forested ecoregion of the southeastern United States, characterized by extensive pine forests, rich biodiversity, and a warm, humid climate.
E305904 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: Piney Woods | Statement: [Texarkana, Texas, locatedInEcologicalRegion, Piney Woods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Piney Woods
Context triple: [Texarkana, Texas, locatedInEcologicalRegion, Piney Woods]
  • A. Cross Timbers
    Cross Timbers is a transitional ecoregion of mixed woodland and prairie that stretches across parts of Oklahoma, Texas, and Kansas, forming a natural boundary between the eastern forests and the Great Plains.
  • B. Ouachita National Forest
    Ouachita National Forest is a large, federally protected forested area in the Ouachita Mountains known for its rugged terrain, scenic drives, and extensive opportunities for hiking, camping, and outdoor recreation.
  • C. Salt Plains
    Salt Plains is a vast, otherworldly expanse of white salt flats and unique landforms within Wood Buffalo National Park, known for its striking barren landscape and distinctive mineral deposits.
  • D. Flint Hills
    Flint Hills is a tallgrass prairie region in eastern Kansas known for its rolling hills, rich ranching heritage, and some of the last remaining expanses of native prairie in North America.
  • E. Sam Houston National Forest
    Sam Houston National Forest is a large protected woodland area in southeastern Texas known for its pine forests, wildlife, and extensive hiking and recreation opportunities.
  • 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: Piney Woods
Triple: [Texarkana, Texas, locatedInEcologicalRegion, Piney Woods]
Generated description
Piney Woods is a heavily forested ecoregion of the southeastern United States, characterized by extensive pine forests, rich biodiversity, and a warm, humid climate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Piney Woods
Target entity description: Piney Woods is a heavily forested ecoregion of the southeastern United States, characterized by extensive pine forests, rich biodiversity, and a warm, humid climate.
  • A. Cross Timbers
    Cross Timbers is a transitional ecoregion of mixed woodland and prairie that stretches across parts of Oklahoma, Texas, and Kansas, forming a natural boundary between the eastern forests and the Great Plains.
  • B. Ouachita National Forest
    Ouachita National Forest is a large, federally protected forested area in the Ouachita Mountains known for its rugged terrain, scenic drives, and extensive opportunities for hiking, camping, and outdoor recreation.
  • C. Salt Plains
    Salt Plains is a vast, otherworldly expanse of white salt flats and unique landforms within Wood Buffalo National Park, known for its striking barren landscape and distinctive mineral deposits.
  • D. Flint Hills
    Flint Hills is a tallgrass prairie region in eastern Kansas known for its rolling hills, rich ranching heritage, and some of the last remaining expanses of native prairie in North America.
  • E. Sam Houston National Forest chosen
    Sam Houston National Forest is a large protected woodland area in southeastern Texas known for its pine forests, wildlife, and extensive hiking and recreation opportunities.
  • F. None of above.

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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57b634b08190845d04213cf8d5b9 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdacf5858081909d38cad86d4014f2 completed March 20, 2026, 8:24 p.m.
NEDg Description generation batch_69bdad97c9e0819093849c81fb2a3d8c completed March 20, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69bdae2dd51081909a24017a4b983f70 completed March 20, 2026, 8:29 p.m.
Created at: March 20, 2026, 1:04 p.m.