Triple

T19056549
Position Surface form Disambiguated ID Type / Status
Subject Bangsamoro Islamic Freedom Fighters E466409 entity
Predicate hasFaction P25766 FINISHED
Object BIFF Bungos faction
The BIFF Bungos faction is a splinter group of the Bangsamoro Islamic Freedom Fighters operating in the southern Philippines and involved in Islamist militancy and insurgent activities.
E1355940 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: BIFF Bungos faction | Statement: [Bangsamoro Islamic Freedom Fighters, hasFaction, BIFF Bungos faction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BIFF Bungos faction
Context triple: [Bangsamoro Islamic Freedom Fighters, hasFaction, BIFF Bungos faction]
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. BIF
    BIF is the IATA airport code for Biggs Army Airfield, a U.S. military airfield located at Fort Bliss in El Paso, Texas.
  • C. BIFA
    BIFA is the organization that runs the British Independent Film Awards, celebrating excellence in independent filmmaking in the United Kingdom.
  • D. Bafq
    Bafq is a small desert city in central Iran known for its mining industry and location within Yazd Province.
  • E. Misuari faction
    The Misuari faction is a breakaway group of the Moro National Liberation Front in the southern Philippines, led by its founding chairman Nur Misuari and known for its continued armed struggle and periodic clashes with government 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: BIFF Bungos faction
Triple: [Bangsamoro Islamic Freedom Fighters, hasFaction, BIFF Bungos faction]
Generated description
The BIFF Bungos faction is a splinter group of the Bangsamoro Islamic Freedom Fighters operating in the southern Philippines and involved in Islamist militancy and insurgent activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BIFF Bungos faction
Target entity description: The BIFF Bungos faction is a splinter group of the Bangsamoro Islamic Freedom Fighters operating in the southern Philippines and involved in Islamist militancy and insurgent activities.
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. BIF
    BIF is the IATA airport code for Biggs Army Airfield, a U.S. military airfield located at Fort Bliss in El Paso, Texas.
  • C. BIFA
    BIFA is the organization that runs the British Independent Film Awards, celebrating excellence in independent filmmaking in the United Kingdom.
  • D. Bafq
    Bafq is a small desert city in central Iran known for its mining industry and location within Yazd Province.
  • E. Misuari faction
    The Misuari faction is a breakaway group of the Moro National Liberation Front in the southern Philippines, led by its founding chairman Nur Misuari and known for its continued armed struggle and periodic clashes with government 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5dc067f788190b3b149dfee370435 completed April 20, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c5596cac8190bd83e77f5997644f completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c98f2fd08190b5b64567c7425c17 completed May 14, 2026, 1:09 p.m.
NED2 Entity disambiguation (via description) batch_6a05c9ed55f48190ab6352a49cae48da completed May 14, 2026, 1:11 p.m.
Created at: April 10, 2026, 12:03 p.m.