Triple

T4606473

Position	Surface form	Disambiguated ID	Type / Status
Subject	Moro	`E100448`	entity
Predicate	politicalMovements	`P4559`	FINISHED
Object	Bangsamoro Liberation Organization The Bangsamoro Liberation Organization was a Moro separatist group in the southern Philippines that sought self-determination and greater autonomy for the Bangsamoro people.	`E469855`	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 Liberation Organization | Statement: [Moro, politicalMovements, Bangsamoro Liberation Organization]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bangsamoro Liberation Organization
Context triple: [Moro, politicalMovements, Bangsamoro Liberation Organization]

A. 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.
B. 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.
C. 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.
D. 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.
E. 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.
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 Liberation Organization
Triple: [Moro, politicalMovements, Bangsamoro Liberation Organization]

Generated description

The Bangsamoro Liberation Organization was a Moro separatist group in the southern Philippines that sought self-determination and greater autonomy for the Bangsamoro people.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bangsamoro Liberation Organization
Target entity description: The Bangsamoro Liberation Organization was a Moro separatist group in the southern Philippines that sought self-determination and greater autonomy for the Bangsamoro people.

A. 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.
B. 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.
C. 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.
D. 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.
E. 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.
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_69be438d66088190b062c8bf4ceba653`	completed	March 21, 2026, 7:06 a.m.
NEDg	Description generation	`batch_69be44210b8081908d2de14acf013c54`	completed	March 21, 2026, 7:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69be45477cbc8190bbfea83dfc64637f`	completed	March 21, 2026, 7:14 a.m.

Created at: March 20, 2026, 1:12 p.m.