Triple
T8718116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Weather Service Forecast Office Norman |
E206944
|
entity |
| Predicate | providesForecastFor |
P84091
|
FINISHED |
| Object | Wichita Falls, Texas |
E235748
|
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: Wichita Falls, Texas | Statement: [National Weather Service Forecast Office Norman, providesForecastFor, Wichita Falls, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wichita Falls, Texas Context triple: [National Weather Service Forecast Office Norman, providesForecastFor, Wichita Falls, Texas]
-
A.
Wichita Falls, Texas
chosen
Wichita Falls, Texas is a mid-sized city in northern Texas known for its oil and gas history, military presence at Sheppard Air Force Base, and role as a regional economic and cultural center.
-
B.
Weatherford, Texas
Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
-
C.
Amarillo, Texas
Amarillo, Texas is a major city in the Texas Panhandle known for its cattle industry, Route 66 heritage, and proximity to Palo Duro Canyon.
-
D.
Santa Fe, Texas
Santa Fe, Texas is a small city in Galveston County known for its rural character and location within the Greater Houston metropolitan area.
-
E.
Fort Worth, Texas
Fort Worth, Texas is a major city in North Texas known for its historic Western heritage, cultural districts, and role as a key economic and transportation hub in the Dallas–Fort Worth metroplex.
- 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_69ca83572d4881909bef3be2b578d539 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5cdac6988190b9f9cc1f350aae53 |
completed | March 31, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6eec316c8190a681791ceefa5804 |
completed | April 3, 2026, 7:40 a.m. |
Created at: March 30, 2026, 6:36 p.m.