Triple

T10573452
Position Surface form Disambiguated ID Type / Status
Subject Ixtapa-Zihuatanejo E249550 entity
Predicate hasHarbor P3007 FINISHED
Object Zihuatanejo Bay
Zihuatanejo Bay is a scenic, sheltered bay on Mexico’s Pacific coast known for its beaches, fishing, and role as the historic harbor for the town of Zihuatanejo.
E871641 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: Zihuatanejo Bay | Statement: [Ixtapa-Zihuatanejo, hasHarbor, Zihuatanejo Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zihuatanejo Bay
Context triple: [Ixtapa-Zihuatanejo, hasHarbor, Zihuatanejo Bay]
  • 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 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.
  • 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 Chachacual
    Bahía Chachacual is a secluded, environmentally protected bay on the Pacific coast of Oaxaca, Mexico, known for its unspoiled beaches and rich marine biodiversity within the Huatulco National Park.
  • E. San Carlos Bay
    San Carlos Bay is a coastal bay in southwest Florida near Fort Myers, where several waterways meet the Gulf of Mexico and support rich estuarine ecosystems and recreational boating.
  • 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: Zihuatanejo Bay
Triple: [Ixtapa-Zihuatanejo, hasHarbor, Zihuatanejo Bay]
Generated description
Zihuatanejo Bay is a scenic, sheltered bay on Mexico’s Pacific coast known for its beaches, fishing, and role as the historic harbor for the town of Zihuatanejo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zihuatanejo Bay
Target entity description: Zihuatanejo Bay is a scenic, sheltered bay on Mexico’s Pacific coast known for its beaches, fishing, and role as the historic harbor for the town of Zihuatanejo.
  • 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 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.
  • 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 Chachacual
    Bahía Chachacual is a secluded, environmentally protected bay on the Pacific coast of Oaxaca, Mexico, known for its unspoiled beaches and rich marine biodiversity within the Huatulco National Park.
  • E. San Carlos Bay
    San Carlos Bay is a coastal bay in southwest Florida near Fort Myers, where several waterways meet the Gulf of Mexico and support rich estuarine ecosystems and recreational boating.
  • 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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5274929cc81909a79d5e2049f7389 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b5d89748190bb398943e4a16e9b completed April 10, 2026, 7:11 p.m.
NEDg Description generation batch_69d94e1502108190a81bfa1d5a425e5a completed April 10, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_69d94f0bb6888190b4038df6dcd96d33 completed April 10, 2026, 7:27 p.m.
Created at: April 6, 2026, 12:37 p.m.