Triple
T9528537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferris, Texas |
E229822
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | United States Census Bureau statistical area for Dallas–Fort Worth–Arlington |
E20730
|
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: United States Census Bureau statistical area for Dallas–Fort Worth–Arlington | Statement: [Ferris, Texas, isPartOf, United States Census Bureau statistical area for Dallas–Fort Worth–Arlington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau statistical area for Dallas–Fort Worth–Arlington Context triple: [Ferris, Texas, isPartOf, United States Census Bureau statistical area for Dallas–Fort Worth–Arlington]
-
A.
Greater Austin metropolitan area
The Greater Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its tech industry, vibrant culture, and strong economy.
-
B.
Hurst-Euless-Bedford area
The Hurst-Euless-Bedford area is a suburban region in the Dallas–Fort Worth metroplex of North Texas, encompassing the adjacent cities of Hurst, Euless, and Bedford and known for its residential communities and schools.
-
C.
Greater Texas region
The Greater Texas region is a broad geographic and cultural area encompassing North Texas and other subregions that together reflect the diverse landscapes, economies, and communities of the state of Texas.
-
D.
Texarkana metropolitan area
The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
-
E.
North Texas
chosen
North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b0466081908eb637e2185dea37 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c30c6008190b2eff99d74f18070 |
completed | April 4, 2026, 5:36 p.m. |
Created at: March 30, 2026, 8 p.m.