Triple
T22404466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas metropolitan area |
E553845
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object | Forney, Texas |
—
|
NE NERFINISHED |
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: Forney, Texas | Statement: [Dallas metropolitan area, hasMajorCity, Forney, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forney, Texas Context triple: [Dallas metropolitan area, hasMajorCity, Forney, Texas]
-
A.
Forney, Texas
chosen
Forney, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its small-town feel and proximity to Dallas.
-
B.
Forney
Forney is a surname of German origin borne by various notable individuals, including engineers, politicians, and artists.
-
C.
Fannett, Texas
Fannett, Texas is an unincorporated community in southeastern Texas known for its rural character and proximity to the industrial and petrochemical hubs near Beaumont and Port Arthur.
-
D.
Fulshear, Texas
Fulshear, Texas is a rapidly growing suburban city in the Greater Houston metropolitan area known for its master-planned communities and semi-rural character.
-
E.
Cedar Hill, Texas
Cedar Hill, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its natural landscapes, including Cedar Hill State Park and Joe Pool Lake, and its role as a key community in the Best Southwest region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e4da7048190b4387d422a9a0de5 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f158b6762c8190991fc14c5ca8e609 |
completed | April 29, 2026, 1:02 a.m. |
Created at: April 16, 2026, 8:46 p.m.