Triple

T4606472
Position Surface form Disambiguated ID Type / Status
Subject Moro E100448 entity
Predicate politicalMovements P4559 FINISHED
Object Bangsamoro Islamic Freedom Fighters
The Bangsamoro Islamic Freedom Fighters is an Islamist militant group in the southern Philippines that seeks an independent Islamic state for the Moro people, primarily operating in Mindanao.
E466409 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: Bangsamoro Islamic Freedom Fighters | Statement: [Moro, politicalMovements, Bangsamoro Islamic Freedom Fighters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bangsamoro Islamic Freedom Fighters
Context triple: [Moro, politicalMovements, Bangsamoro Islamic Freedom Fighters]
  • A. Moro Islamic Liberation Front
    The Moro Islamic Liberation Front is a Muslim separatist group in the southern Philippines that evolved into a key political actor advocating for and helping establish autonomous governance for the Bangsamoro people.
  • B. Moro National Liberation Front
    The Moro National Liberation Front is a Philippine Muslim separatist organization that has long sought autonomy or independence for the Moro people in the southern Philippines, particularly in Mindanao.
  • C. Malayan National Liberation Front
    The Malayan National Liberation Front was a communist-led political organization in Malaya that provided the political leadership and framework for the armed struggle waged by the Malayan National Liberation Army against British colonial rule.
  • D. Malayan National Liberation Army
    The Malayan National Liberation Army was the armed wing of the Malayan Communist Party that waged a guerrilla insurgency against British colonial and Malayan government forces during the Malayan Emergency.
  • E. Philippine guerrillas
    Philippine guerrillas were resistance fighters in the Philippines who waged irregular warfare against Japanese occupation forces during World War II, often in coordination with Allied forces.
  • 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: Bangsamoro Islamic Freedom Fighters
Triple: [Moro, politicalMovements, Bangsamoro Islamic Freedom Fighters]
Generated description
The Bangsamoro Islamic Freedom Fighters is an Islamist militant group in the southern Philippines that seeks an independent Islamic state for the Moro people, primarily operating in Mindanao.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bangsamoro Islamic Freedom Fighters
Target entity description: The Bangsamoro Islamic Freedom Fighters is an Islamist militant group in the southern Philippines that seeks an independent Islamic state for the Moro people, primarily operating in Mindanao.
  • A. Moro Islamic Liberation Front
    The Moro Islamic Liberation Front is a Muslim separatist group in the southern Philippines that evolved into a key political actor advocating for and helping establish autonomous governance for the Bangsamoro people.
  • B. Moro National Liberation Front
    The Moro National Liberation Front is a Philippine Muslim separatist organization that has long sought autonomy or independence for the Moro people in the southern Philippines, particularly in Mindanao.
  • C. Malayan National Liberation Front
    The Malayan National Liberation Front was a communist-led political organization in Malaya that provided the political leadership and framework for the armed struggle waged by the Malayan National Liberation Army against British colonial rule.
  • D. Malayan National Liberation Army
    The Malayan National Liberation Army was the armed wing of the Malayan Communist Party that waged a guerrilla insurgency against British colonial and Malayan government forces during the Malayan Emergency.
  • E. Philippine guerrillas
    Philippine guerrillas were resistance fighters in the Philippines who waged irregular warfare against Japanese occupation forces during World War II, often in coordination with Allied forces.
  • 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_69bd6234e8108190b985270b9ddd1f3a completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39939efc8190a3f49e1315f35782 completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3adc766c8190ae5cbe5be14b720a completed March 21, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69be3b645aac8190a6765f0679dd3735 completed March 21, 2026, 6:32 a.m.
Created at: March 20, 2026, 1:12 p.m.