Triple
T14326544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benito Juárez (Quintana Roo municipality) |
E355229
|
entity |
| Predicate | hasUrbanArea |
P316
|
FINISHED |
| Object | Cancún metropolitan area |
E21538
|
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: Cancún metropolitan area | Statement: [Benito Juárez (Quintana Roo municipality), hasUrbanArea, Cancún metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cancún metropolitan area Context triple: [Benito Juárez (Quintana Roo municipality), hasUrbanArea, Cancún metropolitan area]
-
A.
Cancún
chosen
Cancún is a major Mexican resort city on the Caribbean coast, renowned for its beaches, tourism industry, and role as a host for international conferences and summits.
-
B.
Tampico metropolitan area
The Tampico metropolitan area is an urban agglomeration in northeastern Mexico centered on the port city of Tampico and its surrounding municipalities in Tamaulipas and Veracruz.
-
C.
Bay of Banderas metropolitan area
The Bay of Banderas metropolitan area is a bi-state urban region on Mexico’s Pacific coast centered on the resort city of Puerto Vallarta and surrounding coastal communities around the Bay of Banderas.
-
D.
Orizaba metropolitan area
The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
-
E.
Acapulco
Acapulco is a historic Mexican Pacific coastal city that flourished as a major colonial-era seaport and remains a prominent tourist destination.
- 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de883e6a288190b6c22f630a1eef3c |
completed | April 14, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d7c397c81908dab10dd8d7aa367 |
completed | May 8, 2026, 4:58 a.m. |
Created at: April 10, 2026, 1:13 a.m.