Triple
T10884051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Surprise Fire-Medical Department |
E256996
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object | City of Surprise |
E319337
|
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: City of Surprise | Statement: [Surprise Fire-Medical Department, parentOrganization, City of Surprise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Surprise Context triple: [Surprise Fire-Medical Department, parentOrganization, City of Surprise]
-
A.
City of Surprise
chosen
The City of Surprise is a rapidly growing municipality in Maricopa County, Arizona, known for its suburban communities, recreational amenities, and role as a regional hub in the northwest Phoenix metropolitan area.
-
B.
Sunrise City
Sunrise City is the coastal Florida city of Fort Pierce, known for its picturesque Atlantic Ocean sunrises and historic waterfront charm.
-
C.
Saga City
Saga City is a regional administrative and cultural center on Japan’s Kyushu island, known for its historical sites, traditional crafts, and role as a transportation hub in Saga Prefecture.
-
D.
Spring City
Spring City is the popular nickname of Kunming, the capital of Yunnan Province in China, renowned for its mild, spring-like climate year-round.
-
E.
Spring City
Spring City is a nickname for Waukesha, Wisconsin, reflecting its historic abundance of natural springs.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751dc3518819090e03d81ea5c8aa9 |
completed | April 9, 2026, 7:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23b9e5ddc81908cbd27e8db49dbaf |
completed | April 17, 2026, 1:54 p.m. |
Created at: April 8, 2026, 9:21 p.m.