Triple

T2597749
Position Surface form Disambiguated ID Type / Status
Subject North Cotabato E58271 entity
Predicate hasBorderWith P224 FINISHED
Object Maguindanao
Maguindanao is a province in the Bangsamoro Autonomous Region in Muslim Mindanao in the southern Philippines, known for its predominantly Muslim population and rich Maguindanaon culture.
E294084 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: Maguindanao | Statement: [North Cotabato, hasBorderWith, Maguindanao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maguindanao
Context triple: [North Cotabato, hasBorderWith, Maguindanao]
  • A. 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.
  • B. Zamboanga del Sur
    Zamboanga del Sur is a province in the Philippines located in the Zamboanga Peninsula region on the island of Mindanao.
  • C. 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.
  • D. Maguindanaon
    The Maguindanaon are a Muslim ethnolinguistic group in the southern Philippines, primarily inhabiting the Cotabato region of Mindanao and known for their rich sultanate history and vibrant cultural traditions.
  • E. Zamboanga del Norte
    Zamboanga del Norte is a province in the Philippines known for its coastal landscapes, diverse cultures, and the city of Dipolog as its capital.
  • 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: Maguindanao
Triple: [North Cotabato, hasBorderWith, Maguindanao]
Generated description
Maguindanao is a province in the Bangsamoro Autonomous Region in Muslim Mindanao in the southern Philippines, known for its predominantly Muslim population and rich Maguindanaon culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maguindanao
Target entity description: Maguindanao is a province in the Bangsamoro Autonomous Region in Muslim Mindanao in the southern Philippines, known for its predominantly Muslim population and rich Maguindanaon culture.
  • A. 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.
  • B. Zamboanga del Sur
    Zamboanga del Sur is a province in the Philippines located in the Zamboanga Peninsula region on the island of Mindanao.
  • C. 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.
  • D. Maguindanaon
    The Maguindanaon are a Muslim ethnolinguistic group in the southern Philippines, primarily inhabiting the Cotabato region of Mindanao and known for their rich sultanate history and vibrant cultural traditions.
  • E. Zamboanga del Norte
    Zamboanga del Norte is a province in the Philippines known for its coastal landscapes, diverse cultures, and the city of Dipolog as its capital.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd4548b1081909d28f88ea5e14202 completed March 7, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbb123148190bca17d1b70fe5245 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc1ea9d88190a95dff358ae6f1b9 completed March 10, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69afbc77c524819083eec069d2ecc88b completed March 10, 2026, 6:38 a.m.
Created at: March 6, 2026, 9:49 p.m.