Triple

T4606314
Position Surface form Disambiguated ID Type / Status
Subject Bangsamoro Autonomous Region in Muslim Mindanao E100445 entity
Predicate includesCity P3207 FINISHED
Object Marawi
Marawi is a predominantly Muslim city in the southern Philippines known for its cultural significance in Mindanao and for being heavily damaged during the 2017 siege between government forces and Islamist militants.
E458385 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: Marawi | Statement: [Bangsamoro Autonomous Region in Muslim Mindanao, includesCity, Marawi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marawi
Context triple: [Bangsamoro Autonomous Region in Muslim Mindanao, includesCity, Marawi]
  • A. Moro Province
    Moro Province was a former administrative region of the southern Philippines under U.S. colonial rule, encompassing much of the Muslim-majority areas in Mindanao and the Sulu Archipelago.
  • B. Balangiga
    Balangiga is a coastal municipality in the province of Eastern Samar in the Philippines, historically known for the 1901 Balangiga encounter during the Philippine–American War.
  • C. 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.
  • D. Zamboanga Sibugay
    Zamboanga Sibugay is a province in the southern Philippines located on the Zamboanga Peninsula in the island of Mindanao.
  • 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: Marawi
Triple: [Bangsamoro Autonomous Region in Muslim Mindanao, includesCity, Marawi]
Generated description
Marawi is a predominantly Muslim city in the southern Philippines known for its cultural significance in Mindanao and for being heavily damaged during the 2017 siege between government forces and Islamist militants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marawi
Target entity description: Marawi is a predominantly Muslim city in the southern Philippines known for its cultural significance in Mindanao and for being heavily damaged during the 2017 siege between government forces and Islamist militants.
  • A. Moro Province
    Moro Province was a former administrative region of the southern Philippines under U.S. colonial rule, encompassing much of the Muslim-majority areas in Mindanao and the Sulu Archipelago.
  • B. Balangiga
    Balangiga is a coastal municipality in the province of Eastern Samar in the Philippines, historically known for the 1901 Balangiga encounter during the Philippine–American War.
  • C. 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.
  • D. Zamboanga Sibugay
    Zamboanga Sibugay is a province in the southern Philippines located on the Zamboanga Peninsula in the island of Mindanao.
  • 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_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.
Created at: March 20, 2026, 1:12 p.m.