Triple

T3137988
Position Surface form Disambiguated ID Type / Status
Subject Manabí Province E65578 entity
Predicate hasCanton P4962 FINISHED
Object Manta Canton
Manta Canton is an administrative division on Ecuador’s Pacific coast centered around the port city of Manta, a major hub for fishing, commerce, and tourism.
 E329472 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: Manta Canton | Statement: [Manabí Province, hasCanton, Manta Canton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manta Canton
Context triple: [Manabí Province, hasCanton, Manta Canton]
  • A. Mera Canton
    Mera Canton is an administrative subdivision in Ecuador located within Pastaza Province in the Amazon region.
  • B. Ancud
    Ancud is a coastal city on northern Chiloé Island in southern Chile, known historically as a Spanish stronghold and for its maritime heritage and nearby natural landscapes.
  • C. Mazunte
    Mazunte is a small, laid-back beach town on Mexico’s Oaxacan coast, known for its sea turtle conservation center, eco-tourism, and scenic Pacific shoreline.
  • D. Palanda Canton
    Palanda Canton is an administrative subdivision in southern Ecuador known for its rural landscapes and location within Zamora-Chinchipe Province in the Amazonian foothills.
  • E. San Blas Kuna
    San Blas Kuna is a regional dialect of the Kuna language spoken primarily by the Guna people in the San Blas (Guna Yala) region of Panama.
  • 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: Manta Canton
Triple: [Manabí Province, hasCanton, Manta Canton]
Generated description
Manta Canton is an administrative division on Ecuador’s Pacific coast centered around the port city of Manta, a major hub for fishing, commerce, and tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manta Canton
Target entity description: Manta Canton is an administrative division on Ecuador’s Pacific coast centered around the port city of Manta, a major hub for fishing, commerce, and tourism.
  • A. Mera Canton
    Mera Canton is an administrative subdivision in Ecuador located within Pastaza Province in the Amazon region.
  • B. Ancud
    Ancud is a coastal city on northern Chiloé Island in southern Chile, known historically as a Spanish stronghold and for its maritime heritage and nearby natural landscapes.
  • C. Mazunte
    Mazunte is a small, laid-back beach town on Mexico’s Oaxacan coast, known for its sea turtle conservation center, eco-tourism, and scenic Pacific shoreline.
  • D. Palanda Canton
    Palanda Canton is an administrative subdivision in southern Ecuador known for its rural landscapes and location within Zamora-Chinchipe Province in the Amazonian foothills.
  • E. San Blas Kuna
    San Blas Kuna is a regional dialect of the Kuna language spoken primarily by the Guna people in the San Blas (Guna Yala) region of Panama.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada574509c81908a88bb10ea35516d completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f8a1a2081909081c36075d4ddbe completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2137b30508190a5a9a439d77ae3bb completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b21413338c8190997d0f2f11f41008 completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:05 p.m.