Triple
T9685344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lufkin, Texas |
E234392
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Angelina National Forest |
E656794
|
NE FINISHED |
How this triple was built (2 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: Angelina National Forest | Statement: [Lufkin, Texas, near, Angelina National Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angelina National Forest Context triple: [Lufkin, Texas, near, Angelina National Forest]
-
A.
Angelina National Forest
chosen
Angelina National Forest is a federally protected woodland area in East Texas known for its pine forests, wildlife habitat, and outdoor recreation opportunities such as hiking, camping, and fishing.
-
B.
Winema National Forest
Winema National Forest is a federally managed forest in south-central Oregon known for its diverse coniferous woodlands, wildlife habitat, and outdoor recreation opportunities.
-
C.
Homochitto National Forest
Homochitto National Forest is a federally managed woodland area in southwestern Mississippi known for its pine and hardwood forests, wildlife habitat, and outdoor recreation opportunities such as hiking, camping, and hunting.
-
D.
Payette National Forest
Payette National Forest is a large, mountainous national forest in west-central Idaho known for its rugged wilderness, extensive conifer forests, and abundant outdoor recreation opportunities.
-
E.
Helena National Forest
Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84ca73208190957a900c8543bdcc |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9cd0877c81909fde1989d946aae9 |
completed | April 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23cc145f4819093761be39ad9214e |
completed | April 5, 2026, 10:43 a.m. |
Created at: March 30, 2026, 8:16 p.m.