Triple

T841891
Position Surface form Disambiguated ID Type / Status
Subject Mindanao E18195 entity
Predicate majorCity P316 FINISHED
Object Cotabato City
Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
E128941 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: Cotabato City | Statement: [Mindanao, majorCity, Cotabato City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cotabato City
Context triple: [Mindanao, majorCity, Cotabato City]
  • A. Zamboanga City
    Zamboanga City is a major urban and economic center in southwestern Mindanao, Philippines, known for its strategic port, diverse culture, and Spanish-based Chavacano language.
  • B. Cagayan de Oro
    Cagayan de Oro is a highly urbanized city in Northern Mindanao, Philippines, known as a regional economic hub and gateway to the island’s northern corridor.
  • C. Davao City
    Davao City is a major urban center in the southern Philippines known for its economic hub status, proximity to Mount Apo, and reputation as one of the country’s safest and most progressive cities.
  • D. Lapu-Lapu City
    Lapu-Lapu City is a highly urbanized city in the province of Cebu in the Philippines, known for its historical significance as the site of the Battle of Mactan and as a major tourism and economic hub.
  • E. Iloilo City
    Iloilo City is a highly urbanized coastal city in the central Philippines known as a commercial, educational, and cultural hub of the Western Visayas region.
  • 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: Cotabato City
Triple: [Mindanao, majorCity, Cotabato City]
Generated description
Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cotabato City
Target entity description: Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
  • A. Zamboanga City
    Zamboanga City is a major urban and economic center in southwestern Mindanao, Philippines, known for its strategic port, diverse culture, and Spanish-based Chavacano language.
  • B. Cagayan de Oro
    Cagayan de Oro is a highly urbanized city in Northern Mindanao, Philippines, known as a regional economic hub and gateway to the island’s northern corridor.
  • C. Davao City
    Davao City is a major urban center in the southern Philippines known for its economic hub status, proximity to Mount Apo, and reputation as one of the country’s safest and most progressive cities.
  • D. Lapu-Lapu City
    Lapu-Lapu City is a highly urbanized city in the province of Cebu in the Philippines, known for its historical significance as the site of the Battle of Mactan and as a major tourism and economic hub.
  • E. Iloilo City
    Iloilo City is a highly urbanized coastal city in the central Philippines known as a commercial, educational, and cultural hub of the Western Visayas region.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abe6f0dc8190a1bebb5e21f4ceac completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac537700548190aa8ead8c966eb329 completed March 7, 2026, 4:33 p.m.
NEDg Description generation batch_69ac55dbc1888190be7899f0e303e8a2 completed March 7, 2026, 4:44 p.m.
NED2 Entity disambiguation (via description) batch_69ac56488f4c819097adf85a5ed28818 completed March 7, 2026, 4:46 p.m.
Created at: March 1, 2026, 7:38 p.m.