Triple
T5793087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sun Tran |
E128441
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | downtown Tucson |
E24712
|
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: downtown Tucson | Statement: [Sun Tran, serves, downtown Tucson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Tucson Context triple: [Sun Tran, serves, downtown Tucson]
-
A.
Tucson, Arizona, United States
Tucson, Arizona, United States is a major city in the Sonoran Desert known for its desert climate, surrounding mountain ranges, and role as a cultural and economic center of southern Arizona.
-
B.
Tucson
chosen
Tucson is a major city in southern Arizona known for its desert landscape, rich Native American and Mexican cultural influences, and the University of Arizona.
-
C.
Old Town Scottsdale
Old Town Scottsdale is a historic downtown district in Scottsdale, Arizona, known for its Southwestern architecture, art galleries, nightlife, restaurants, and boutique shops.
-
D.
San Tan Valley, Arizona
San Tan Valley, Arizona is a rapidly growing unincorporated community in the Phoenix metropolitan area known for its suburban residential developments and proximity to the San Tan Mountains.
-
E.
Scottsdale, Arizona
Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
- 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_69c00845ca68819081a2ce3ecca577f7 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02a905da88190bc710c6743af2d83 |
completed | March 22, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c09824c7f0819095565e0f29b3a508 |
completed | March 23, 2026, 1:32 a.m. |
Created at: March 22, 2026, 3:51 p.m.