Triple

T4606470
Position Surface form Disambiguated ID Type / Status
Subject Moro E100448 entity
Predicate politicalMovements P4559 FINISHED
Object 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.
E460035 NE FINISHED

How this triple was built (5 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: Moro National Liberation Front | Statement: [Moro, politicalMovements, Moro National Liberation Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moro National Liberation Front
Context triple: [Moro, politicalMovements, Moro National Liberation Front]
  • 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. Communist Party of the Philippines
    The Communist Party of the Philippines is a Marxist–Leninist–Maoist revolutionary organization that has led a long-running armed insurgency against the Philippine government since its reestablishment in 1968.
  • 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. New People's Army
    The New People's Army is a Maoist guerrilla organization in the Philippines engaged in a long-running communist insurgency against the Philippine government.
  • E. People's Security Army
    The People's Security Army was an early Indonesian military force that played a key role in fighting for Indonesia's independence during the Indonesian National Revolution.
  • 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: Moro National Liberation Front
Triple: [Moro, politicalMovements, Moro National Liberation Front]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moro National Liberation Front
Target entity description: 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.
  • 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. Communist Party of the Philippines
    The Communist Party of the Philippines is a Marxist–Leninist–Maoist revolutionary organization that has led a long-running armed insurgency against the Philippine government since its reestablishment in 1968.
  • 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. New People's Army
    The New People's Army is a Maoist guerrilla organization in the Philippines engaged in a long-running communist insurgency against the Philippine government.
  • E. People's Security Army
    The People's Security Army was an early Indonesian military force that played a key role in fighting for Indonesia's independence during the Indonesian National Revolution.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: politicalMovements
Context triple: [Moro, politicalMovements, Moro National Liberation Front]
  • A. nationalMovement chosen
    Indicates a relationship where a group or entity is engaged in or associated with a collective political or social movement aimed at advancing the interests, identity, or independence of a nation.
  • B. oppositionMovement
    Indicates a relationship where a group or entity actively resists, challenges, or seeks to change an existing authority, policy, regime, or dominant force.
  • C. broaderMovement
    Indicates that one movement is a more general, encompassing movement within which another, more specific movement is situated.
  • D. involvedIndependenceMovement
    Indicates that an entity actively participated in or contributed to an independence movement seeking political or national self-determination.
  • E. mainPoliticalDevelopment
    Indicates the primary or most significant political change, event, or evolution affecting an entity within a given period or context.
  • F. None of above.

Provenance (6 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_69bd599c50d08190ab226cd0691e29f9 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69be034e509c8190b2da7e2eaf2acb48 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be040a8b248190b31ac61e5b2eb1ac completed March 21, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69be04c76d908190becee3d88aa0e1a0 completed March 21, 2026, 2:39 a.m.
PD Predicate disambiguation batch_69bd522e2d5c8190937d0b5574f78f99 completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:12 p.m.