Triple

T13071652
Position Surface form Disambiguated ID Type / Status
Subject Machalilla National Park E329470 entity
Predicate contains P35 FINISHED
Object Agua Blanca community
Agua Blanca community is a small indigenous village in coastal Ecuador known for its cultural heritage, sulfur lagoon, and location within Machalilla National Park.
 E1020494 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: Agua Blanca community | Statement: [Machalilla National Park, contains, Agua Blanca community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Agua Blanca community
Context triple: [Machalilla National Park, contains, Agua Blanca community]
  • A. Punta Banda community
    The Punta Banda community is a small coastal settlement on Mexico’s Baja California peninsula known for its scenic Pacific shoreline and proximity to the famous La Bufadora marine geyser.
  • B. María Elena Commune
    María Elena Commune is an administrative division in Chile’s Antofagasta Region, historically known for its nitrate mining industry and desert landscape.
  • C. Wala community
    The Wala community is an indigenous group in Vanuatu known for its distinct cultural traditions and use of the Uripiv-Wala-Rano-Atchin language.
  • D. Aldea San Miguel
    Aldea San Miguel is a small Argentine village notable for its community of German Argentines and their cultural heritage.
  • E. Reang community
    The Reang community is an indigenous ethnic group of Northeast India, primarily inhabiting Tripura and neighboring regions, known for its distinct language, cultural traditions, and festivals.
  • 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: Agua Blanca community
Triple: [Machalilla National Park, contains, Agua Blanca community]
Generated description
Agua Blanca community is a small indigenous village in coastal Ecuador known for its cultural heritage, sulfur lagoon, and location within Machalilla National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Agua Blanca community
Target entity description: Agua Blanca community is a small indigenous village in coastal Ecuador known for its cultural heritage, sulfur lagoon, and location within Machalilla National Park.
  • A. Punta Banda community
    The Punta Banda community is a small coastal settlement on Mexico’s Baja California peninsula known for its scenic Pacific shoreline and proximity to the famous La Bufadora marine geyser.
  • B. María Elena Commune
    María Elena Commune is an administrative division in Chile’s Antofagasta Region, historically known for its nitrate mining industry and desert landscape.
  • C. Wala community
    The Wala community is an indigenous group in Vanuatu known for its distinct cultural traditions and use of the Uripiv-Wala-Rano-Atchin language.
  • D. Aldea San Miguel
    Aldea San Miguel is a small Argentine village notable for its community of German Argentines and their cultural heritage.
  • E. Reang community
    The Reang community is an indigenous ethnic group of Northeast India, primarily inhabiting Tripura and neighboring regions, known for its distinct language, cultural traditions, and festivals.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980ee6130819095d835e7ff6a8c5b completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60510dc81909e0cba8b63a50d9c completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dbb4b8848190825102be81ff693a completed May 3, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6dc705f28819087e5d374f83d3acc completed May 3, 2026, 5:26 a.m.
Created at: April 9, 2026, 9 p.m.