Triple

T4606315
Position Surface form Disambiguated ID Type / Status
Subject Bangsamoro Autonomous Region in Muslim Mindanao E100445 entity
Predicate hasSpecialGeographicArea P285 FINISHED
Object Special Geographic Area in North Cotabato
The Special Geographic Area in North Cotabato is a cluster of barangays that opted to join the Bangsamoro Autonomous Region in Muslim Mindanao, serving as its territory within the province of Cotabato in the Philippines.
E458386 NE FINISHED

How this triple was built (5 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: Special Geographic Area in North Cotabato | Statement: [Bangsamoro Autonomous Region in Muslim Mindanao, hasSpecialGeographicArea, Special Geographic Area in North Cotabato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Geographic Area in North Cotabato
Context triple: [Bangsamoro Autonomous Region in Muslim Mindanao, hasSpecialGeographicArea, Special Geographic Area in North Cotabato]
  • A. Bangsamoro Autonomous Region in Muslim Mindanao
    The Bangsamoro Autonomous Region in Muslim Mindanao is a self-governing political entity in the southern Philippines with its own regional government, created to address the historical and cultural aspirations of the Muslim-majority population there.
  • B. North Cotabato
    North Cotabato is a landlocked province in the Soccsksargen region of Mindanao in the southern Philippines, known for its cultural diversity and agricultural economy.
  • C. South Cotabato
    South Cotabato is a province in the southern Philippines on the island of Mindanao, known for its culturally diverse population, agricultural economy, and scenic highland landscapes.
  • D. Misamis Oriental
    Misamis Oriental is a coastal province in the Philippines known for its capital Cagayan de Oro City, a major urban and economic center in Northern Mindanao.
  • E. Davao del Norte
    Davao del Norte is a province in the southeastern Philippines known for its banana plantations, coastal areas, and role as part of the Davao Region on Mindanao island.
  • 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: Special Geographic Area in North Cotabato
Triple: [Bangsamoro Autonomous Region in Muslim Mindanao, hasSpecialGeographicArea, Special Geographic Area in North Cotabato]
Generated description
The Special Geographic Area in North Cotabato is a cluster of barangays that opted to join the Bangsamoro Autonomous Region in Muslim Mindanao, serving as its territory within the province of Cotabato in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Geographic Area in North Cotabato
Target entity description: The Special Geographic Area in North Cotabato is a cluster of barangays that opted to join the Bangsamoro Autonomous Region in Muslim Mindanao, serving as its territory within the province of Cotabato in the Philippines.
  • A. Bangsamoro Autonomous Region in Muslim Mindanao
    The Bangsamoro Autonomous Region in Muslim Mindanao is a self-governing political entity in the southern Philippines with its own regional government, created to address the historical and cultural aspirations of the Muslim-majority population there.
  • B. North Cotabato
    North Cotabato is a landlocked province in the Soccsksargen region of Mindanao in the southern Philippines, known for its cultural diversity and agricultural economy.
  • C. South Cotabato
    South Cotabato is a province in the southern Philippines on the island of Mindanao, known for its culturally diverse population, agricultural economy, and scenic highland landscapes.
  • D. Misamis Oriental
    Misamis Oriental is a coastal province in the Philippines known for its capital Cagayan de Oro City, a major urban and economic center in Northern Mindanao.
  • E. Davao del Norte
    Davao del Norte is a province in the southeastern Philippines known for its banana plantations, coastal areas, and role as part of the Davao Region on Mindanao island.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpecialGeographicArea
Context triple: [Bangsamoro Autonomous Region in Muslim Mindanao, hasSpecialGeographicArea, Special Geographic Area in North Cotabato]
  • A. hasGeographyCharacteristic
    Indicates that an entity possesses a specific geographical feature, property, or attribute.
  • B. hasDemilitarizedOrSpecialZones
    Indicates that there exist designated areas between or within territories where military presence or activities are restricted or specially regulated.
  • C. hasSpecialLegalStatus
    Indicates that an entity possesses a distinct, formally recognized legal standing or set of rights and obligations that differs from the standard legal status of comparable entities.
  • D. hasAdministrativeArea
    Indicates that one entity serves as the governing or jurisdictional area responsible for administering another entity.
  • E. hasRegion chosen
    Indicates that an entity includes, contains, or is associated with a specific geographic or administrative region as part of its scope or structure.
  • F. None of above.

Provenance (6 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599b1f0881909fd693b81ff44f98 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa725c048190af9eea074197fa32 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfd26fbe08190aa44c4a1cbd83f6a completed March 21, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69bdfdc4156081909bf99ae7f72fde23 completed March 21, 2026, 2:09 a.m.
PD Predicate disambiguation batch_69bd522e2d5c8190937d0b5574f78f99 completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:12 p.m.