Triple
T16628169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walker County, Texas |
E404004
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Oakhurst, Texas |
E888716
|
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: Oakhurst, Texas | Statement: [Walker County, Texas, hasUnincorporatedCommunity, Oakhurst, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakhurst, Texas Context triple: [Walker County, Texas, hasUnincorporatedCommunity, Oakhurst, Texas]
-
A.
Oakhurst, Texas
chosen
Oakhurst, Texas is a small unincorporated community in East Texas known for its rural character and proximity to the Sam Houston National Forest.
-
B.
Red Oak, Texas
Red Oak, Texas is a growing suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and proximity to major urban centers.
-
C.
Seven Oaks, Texas
Seven Oaks, Texas is a small incorporated city located in rural East Texas within Polk County.
-
D.
Double Oak, Texas
Double Oak, Texas is a small suburban town in Denton County known for its semi-rural character, large residential lots, and proximity to the Dallas–Fort Worth metropolitan area.
-
E.
Oglethorpe, Texas
Oglethorpe, Texas is a small unincorporated community in Texas, United States.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e378e2683481908c9a5ed895a09a6e |
completed | April 18, 2026, 12:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007dbc6cf48190879b25e66c9453db |
completed | May 10, 2026, 12:44 p.m. |
Created at: April 10, 2026, 5:17 a.m.