Triple

T4606346
Position Surface form Disambiguated ID Type / Status
Subject Bangsamoro Autonomous Region in Muslim Mindanao E100445 entity
Predicate negotiationParty P378 FINISHED
Object 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.
E458389 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: Moro Islamic Liberation Front | Statement: [Bangsamoro Autonomous Region in Muslim Mindanao, negotiationParty, Moro Islamic Liberation Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moro Islamic Liberation Front
Context triple: [Bangsamoro Autonomous Region in Muslim Mindanao, negotiationParty, Moro Islamic Liberation Front]
  • A. 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.
  • 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. Hizbul Mujahideen
    Hizbul Mujahideen is a Pakistan-backed Islamist militant organization active in the Kashmir region, known for its armed insurgency against Indian rule.
  • D. Moro people
    The Moro people are a diverse group of predominantly Muslim ethnolinguistic communities native to the southern Philippines, particularly Mindanao and the Sulu Archipelago, with a long history of resistance to foreign rule and a distinct cultural and religious identity.
  • E. 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.
  • 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 Islamic Liberation Front
Triple: [Bangsamoro Autonomous Region in Muslim Mindanao, negotiationParty, Moro Islamic Liberation Front]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moro Islamic Liberation Front
Target entity description: 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.
  • A. 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.
  • 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. Hizbul Mujahideen
    Hizbul Mujahideen is a Pakistan-backed Islamist militant organization active in the Kashmir region, known for its armed insurgency against Indian rule.
  • D. Moro people
    The Moro people are a diverse group of predominantly Muslim ethnolinguistic communities native to the southern Philippines, particularly Mindanao and the Sulu Archipelago, with a long history of resistance to foreign rule and a distinct cultural and religious identity.
  • E. 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.
  • 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_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.