Triple

T8281620
Position Surface form Disambiguated ID Type / Status
Subject Huatulco E193686 entity
Predicate hasBay P35 FINISHED
Object Bahía Cacaluta
Bahía Cacaluta is a scenic, relatively undeveloped bay on the Pacific coast of Oaxaca, Mexico, known for its tranquil beaches and inclusion in the Huatulco National Park area.
E736977 NE FINISHED

How this triple was built (4 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: Bahía Cacaluta | Statement: [Huatulco, hasBay, Bahía Cacaluta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bahía Cacaluta
Context triple: [Huatulco, hasBay, Bahía Cacaluta]
  • A. Bahía López
    Bahía López is a scenic bay on Nahuel Huapi Lake in Argentine Patagonia, known for its dramatic mountain backdrop and clear, cold waters.
  • B. Bahía Tangolunda
    Bahía Tangolunda is a scenic coastal bay in the Huatulco region of Oaxaca, Mexico, known for its resort hotels, beaches, and calm waters for swimming and water sports.
  • C. Bahía Maguey
    Bahía Maguey is a scenic beach bay in the Huatulco region of Oaxaca, Mexico, known for its calm waters, seafood restaurants, and boat tours.
  • D. Bahía Órgano
    Bahía Órgano is a small, scenic bay and beach on the Pacific coast within the Huatulco region of Oaxaca, Mexico, known for its calm waters and natural surroundings.
  • E. Bahía Solano
    Bahía Solano is a coastal municipality on Colombia’s Pacific Ocean known for its rich biodiversity, whale watching, and proximity to the rainforest of the Chocó region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bahía Cacaluta
Triple: [Huatulco, hasBay, Bahía Cacaluta]
Generated description
Bahía Cacaluta is a scenic, relatively undeveloped bay on the Pacific coast of Oaxaca, Mexico, known for its tranquil beaches and inclusion in the Huatulco National Park area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bahía Cacaluta
Target entity description: Bahía Cacaluta is a scenic, relatively undeveloped bay on the Pacific coast of Oaxaca, Mexico, known for its tranquil beaches and inclusion in the Huatulco National Park area.
  • A. Bahía López
    Bahía López is a scenic bay on Nahuel Huapi Lake in Argentine Patagonia, known for its dramatic mountain backdrop and clear, cold waters.
  • B. Bahía Tangolunda
    Bahía Tangolunda is a scenic coastal bay in the Huatulco region of Oaxaca, Mexico, known for its resort hotels, beaches, and calm waters for swimming and water sports.
  • C. Bahía Maguey
    Bahía Maguey is a scenic beach bay in the Huatulco region of Oaxaca, Mexico, known for its calm waters, seafood restaurants, and boat tours.
  • D. Bahía Órgano
    Bahía Órgano is a small, scenic bay and beach on the Pacific coast within the Huatulco region of Oaxaca, Mexico, known for its calm waters and natural surroundings.
  • E. Bahía Solano
    Bahía Solano is a coastal municipality on Colombia’s Pacific Ocean known for its rich biodiversity, whale watching, and proximity to the rainforest of the Chocó region.
  • F. None of above. chosen

Provenance (5 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_69ca82e217a48190880695635c44b2ed completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb79ef8508819098112a3397c96ca5 completed March 31, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce392feb048190a2adaee594127b0c completed April 2, 2026, 9:38 a.m.
NEDg Description generation batch_69ce3ad9a3a88190929a6c6ae7ee58cf completed April 2, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce3cc54d888190ae86b787afc38f7b completed April 2, 2026, 9:54 a.m.
Created at: March 30, 2026, 5:51 p.m.