Triple
T18811078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gus Malzahn |
E460016
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Irving, Texas, United States |
—
|
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: Irving, Texas, United States | Statement: [Gus Malzahn, placeOfBirth, Irving, Texas, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Irving, Texas, United States Context triple: [Gus Malzahn, placeOfBirth, Irving, Texas, United States]
-
A.
Irving, Texas
chosen
Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
-
B.
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.
-
C.
Houston, Texas, United States
Houston, Texas, United States is a major Gulf Coast metropolis known for its diverse population, energy industry, NASA’s Johnson Space Center, and influential contributions to American music and culture.
-
D.
Arlington, Texas
Arlington, Texas is a major city in the Dallas–Fort Worth metroplex known for hosting the Dallas Cowboys’ home stadium and serving as a regional hub for sports and entertainment.
-
E.
Las Colinas, Irving
Las Colinas is a master-planned, mixed-use urban center in Irving, Texas, known for its corporate offices, luxury residential developments, and the Mandalay Canal and Lake Carolyn waterfront areas.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3dc01248190ab1c8943d180ca05 |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.