Triple
T10713812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zihuatanejo |
E252608
|
entity |
| Predicate | formsTouristAreaWith |
P52326
|
FINISHED |
| Object | Ixtapa |
E249550
|
NE FINISHED |
How this triple was built (3 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: Ixtapa | Statement: [Zihuatanejo, formsTouristAreaWith, Ixtapa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ixtapa Context triple: [Zihuatanejo, formsTouristAreaWith, Ixtapa]
-
A.
Ixtapa-Zihuatanejo
chosen
Ixtapa-Zihuatanejo is a popular Pacific coast resort area in the Mexican state of Guerrero, known for its beaches, fishing, and blend of modern tourist infrastructure with a traditional seaside town.
-
B.
Akumal
Akumal is a coastal town on Mexico’s Riviera Maya known for its tranquil beaches, coral reefs, and sea turtle snorkeling.
-
C.
Huatulco
Huatulco is a coastal resort town on Mexico’s Pacific coast, renowned for its nine picturesque bays, sandy beaches, and eco-friendly tourism.
-
D.
Puerto Escondido
Puerto Escondido is a coastal town and popular surfing and beach tourism destination on Mexico’s Pacific coast in the state of Oaxaca.
-
E.
Puerto Morelos
Puerto Morelos is a laid-back coastal town on Mexico’s Caribbean coast known for its tranquil beaches, coral reef snorkeling, and more relaxed atmosphere than larger Riviera Maya resorts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formsTouristAreaWith Context triple: [Zihuatanejo, formsTouristAreaWith, Ixtapa]
-
A.
tourArea
Indicates that an entity conducts, offers, or is associated with tours within a specified geographic area or region.
-
B.
containsTouristArea
chosen
Indicates that a place or region includes within its boundaries an area primarily designated or recognized for tourism activities.
-
C.
tourWith
Indicates that one entity accompanies another on a tour, sharing the same itinerary or guided experience.
-
D.
tourOf
Indicates that one entity serves as a guided or organized visit through another entity, typically for exploration, education, or sightseeing.
-
E.
touristGatewayTo
Indicates a relationship where one place serves as the primary access point or entry hub for tourists visiting another place.
- F. None of above.
Provenance (4 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fe54465081909640f6d7a2314fcb |
completed | April 9, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de2270ff1c81908ec1d37c7e9efd8a |
completed | April 14, 2026, 11:18 a.m. |
| PD | Predicate disambiguation | batch_69d6f30455888190b77f476b8418eaee |
completed | April 9, 2026, 12:29 a.m. |
Created at: April 8, 2026, 9:13 p.m.