Triple

T12570236
Position Surface form Disambiguated ID Type / Status
Subject Chepo District E295581 entity
Predicate borders P224 FINISHED
Object Chimán District
Chimán District is a sparsely populated, rural administrative district in Panamá Province, Panama, known for its indigenous communities and largely undeveloped natural landscapes along the country’s eastern coast.
 E996529 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: Chimán District | Statement: [Chepo District, borders, Chimán District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chimán District
Context triple: [Chepo District, borders, Chimán District]
  • A. Chinchaypujio District
    Chinchaypujio District is an administrative district in the Cusco Region of Peru, known for its Andean rural communities and traditional Quechua culture.
  • B. Chinchero District
    Chinchero District is a highland district in Peru’s Cusco Region, known for its Inca archaeological remains, traditional weaving communities, and Andean landscapes.
  • C. Hopa District
    Hopa District is an administrative district in northeastern Turkey, located along the Black Sea coast near the Georgian border.
  • D. Ayni District
    Ayni District is an administrative district in northwestern Tajikistan’s Sughd Region, known for encompassing the Yaghnob Valley, home to the Yaghnobi people and their distinct language and culture.
  • E. Cajatambo District
    Cajatambo District is an administrative subdivision in the highland region of central Peru, known for its Andean landscapes and traditional rural communities.
  • 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: Chimán District
Triple: [Chepo District, borders, Chimán District]
Generated description
Chimán District is a sparsely populated, rural administrative district in Panamá Province, Panama, known for its indigenous communities and largely undeveloped natural landscapes along the country’s eastern coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chimán District
Target entity description: Chimán District is a sparsely populated, rural administrative district in Panamá Province, Panama, known for its indigenous communities and largely undeveloped natural landscapes along the country’s eastern coast.
  • A. Chinchaypujio District
    Chinchaypujio District is an administrative district in the Cusco Region of Peru, known for its Andean rural communities and traditional Quechua culture.
  • B. Chinchero District
    Chinchero District is a highland district in Peru’s Cusco Region, known for its Inca archaeological remains, traditional weaving communities, and Andean landscapes.
  • C. Hopa District
    Hopa District is an administrative district in northeastern Turkey, located along the Black Sea coast near the Georgian border.
  • D. Ayni District
    Ayni District is an administrative district in northwestern Tajikistan’s Sughd Region, known for encompassing the Yaghnob Valley, home to the Yaghnobi people and their distinct language and culture.
  • E. Cajatambo District
    Cajatambo District is an administrative subdivision in the highland region of central Peru, known for its Andean landscapes and traditional rural communities.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a422c88190a22cc34d2eac00ce completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6686395c081909410b429fce6ebf8 completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f66c572f848190a8cad6311d3315a3 completed May 2, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69f66cef79148190a052fb9ade3b0d27 completed May 2, 2026, 9:30 p.m.
Created at: April 8, 2026, 11:50 p.m.