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.