Triple
T5452352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Austin metropolitan area |
E122397
|
entity |
| Predicate | includesCity |
P3207
|
FINISHED |
| Object | Pflugerville, Texas |
E241037
|
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: Pflugerville, Texas | Statement: [Greater Austin metropolitan area, includesCity, Pflugerville, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pflugerville, Texas Context triple: [Greater Austin metropolitan area, includesCity, Pflugerville, Texas]
-
A.
Pflugerville, Texas
chosen
Pflugerville, Texas is a rapidly growing suburban city in the Austin metropolitan area known for its family-friendly neighborhoods, schools, and recreational amenities.
-
B.
Cedar Park, Texas
Cedar Park, Texas is a fast-growing suburban city in the Austin metropolitan area known for its family-friendly neighborhoods, quality schools, and proximity to major tech employers.
-
C.
Duncanville
Duncanville is a suburban city in the Dallas–Fort Worth metropolitan area of North Texas.
-
D.
Pearland, Texas
Pearland, Texas is a rapidly growing suburban city in the Houston metropolitan area known for its family-friendly neighborhoods and diverse community.
-
E.
North Richland Hills, Texas
North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
- 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91dfec248190af6f9c793a99c34c |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfa1bee05c81909ec8b823ee1b6a01 |
completed | March 22, 2026, 8:01 a.m. |
Created at: March 20, 2026, 2:08 p.m.