Triple
T21966730
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Playa del Carmen ferry terminal to Cozumel |
E542476
|
entity |
| Predicate | nearbyArea |
P2064
|
FINISHED |
| Object | downtown Playa del Carmen |
—
|
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: downtown Playa del Carmen | Statement: [Playa del Carmen ferry terminal to Cozumel, nearbyArea, downtown Playa del Carmen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Playa del Carmen Context triple: [Playa del Carmen ferry terminal to Cozumel, nearbyArea, downtown Playa del Carmen]
-
A.
Playa del Carmen, Mexico
Playa del Carmen, Mexico is a popular Caribbean coastal resort city on the Riviera Maya known for its beaches, tourism, and role as a venue for major regional and international events.
-
B.
ADO bus station in Playa del Carmen
The ADO bus station in Playa del Carmen is a central transportation hub where travelers catch regional and long-distance buses to destinations across the Riviera Maya and the rest of Mexico.
-
C.
Playa del Carmen beach
Playa del Carmen beach is a popular Caribbean shoreline in Mexico’s Riviera Maya, known for its white sand, turquoise waters, and vibrant tourist atmosphere.
-
D.
Fifth Avenue, Playa del Carmen
chosen
Fifth Avenue in Playa del Carmen is the city’s main pedestrian thoroughfare, lined with shops, restaurants, bars, and nightlife venues that make it a central hub for tourists and locals.
-
E.
Cancún beaches
Cancún beaches are a stretch of famous Caribbean coastline in Mexico known for their white sand, turquoise waters, and vibrant resort and nightlife scene.
- 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_69e0c47fab1081908dc74a6545dbb051 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1245b821c8190816058c2a07707a3 |
completed | April 28, 2026, 9:19 p.m. |
Created at: April 16, 2026, 8:01 p.m.