Triple

T7800974
Position Surface form Disambiguated ID Type / Status
Subject Philippine Marine Corps E180429 entity
Predicate engagement P1256 FINISHED
Object Battle of Marawi
The Battle of Marawi was a five-month urban conflict in 2017 between Philippine government forces and ISIS-linked militants in the city of Marawi, marking the largest and longest urban battle in the Philippines’ modern history.
E694206 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: Battle of Marawi | Statement: [Philippine Marine Corps, engagement, Battle of Marawi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Marawi
Context triple: [Philippine Marine Corps, engagement, Battle of Marawi]
  • A. 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.
  • B. Balangiga massacre
    The Balangiga massacre was a 1901 surprise attack by Filipino guerrillas on American troops in the town of Balangiga, Samar, which led to brutal U.S. reprisals and became one of the most infamous incidents of the Philippine–American War.
  • C. Battle of Bud Dajo
    The Battle of Bud Dajo was a brutal 1906 U.S. military assault on a fortified Moro stronghold in the Philippines, notorious for its high civilian casualties and lasting controversy.
  • D. Battle of Mindanao (1945)
    The Battle of Mindanao (1945) was a major World War II campaign in the southern Philippines in which Allied forces fought to liberate the island of Mindanao from Japanese occupation.
  • E. Spanish–Moro conflict
    The Spanish–Moro conflict was a centuries-long series of wars between the Spanish Empire and Muslim sultanates in the southern Philippines, marked by coastal raids, sieges, and resistance to colonial and religious domination.
  • 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: Battle of Marawi
Triple: [Philippine Marine Corps, engagement, Battle of Marawi]
Generated description
The Battle of Marawi was a five-month urban conflict in 2017 between Philippine government forces and ISIS-linked militants in the city of Marawi, marking the largest and longest urban battle in the Philippines’ modern history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Marawi
Target entity description: The Battle of Marawi was a five-month urban conflict in 2017 between Philippine government forces and ISIS-linked militants in the city of Marawi, marking the largest and longest urban battle in the Philippines’ modern history.
  • A. 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.
  • B. Balangiga massacre
    The Balangiga massacre was a 1901 surprise attack by Filipino guerrillas on American troops in the town of Balangiga, Samar, which led to brutal U.S. reprisals and became one of the most infamous incidents of the Philippine–American War.
  • C. Battle of Bud Dajo
    The Battle of Bud Dajo was a brutal 1906 U.S. military assault on a fortified Moro stronghold in the Philippines, notorious for its high civilian casualties and lasting controversy.
  • D. Battle of Mindanao (1945)
    The Battle of Mindanao (1945) was a major World War II campaign in the southern Philippines in which Allied forces fought to liberate the island of Mindanao from Japanese occupation.
  • E. Spanish–Moro conflict
    The Spanish–Moro conflict was a centuries-long series of wars between the Spanish Empire and Muslim sultanates in the southern Philippines, marked by coastal raids, sieges, and resistance to colonial and religious domination.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cae98765c48190b325eee67bd663fc completed March 30, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb142ba7788190a352a27cd57d1fdc completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1730900c8190bc0322c4b6a3772f completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a3e6da08190bf4f82b59db41333 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:33 p.m.