Triple

T2659507
Position Surface form Disambiguated ID Type / Status
Subject Sultan Kudarat E54692 entity
Predicate hasNeighboringProvince P17964 FINISHED
Object Maguindanao del Sur E294084 NE FINISHED

How this triple was built (3 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 del Sur | Statement: [Sultan Kudarat, hasNeighboringProvince, Maguindanao del Sur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maguindanao del Sur
Context triple: [Sultan Kudarat, hasNeighboringProvince, Maguindanao del Sur]
  • A. Maguindanao chosen
    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.
  • 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. 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 Sur
    Davao del Sur is a province in the southern Philippines on the island of Mindanao, known for its coastal areas along the Davao Gulf and its proximity to Mount Apo, the country’s highest peak.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasNeighboringProvince
Context triple: [Sultan Kudarat, hasNeighboringProvince, Maguindanao del Sur]
  • A. hasSisterProvince
    Indicates that two provinces are related to each other as sister provinces, typically through a formal partnership or cooperative relationship.
  • B. isProvinceOf
    Indicates that one region holds the administrative status of a province within, and is governed as a subnational division of, another political entity.
  • C. neighboringRegion chosen
    Indicates that two regions share a common boundary or are directly adjacent to each other geographically.
  • D. isInProvince
    Indicates that one entity (typically a place or city) is located within the administrative boundaries of a specified province.
  • E. hasNumberOfProvinces
    Indicates the total count of provinces associated with a given entity.
  • F. None of above.

Provenance (4 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94f3b1881909bd36cfe61c254a5 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69b055bd41108190920b7397c16d15f5 completed March 10, 2026, 5:32 p.m.
PD Predicate disambiguation batch_69abd81768748190bd965f367cf6ef37 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:53 p.m.