Triple
T19056534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bangsamoro Islamic Freedom Fighters |
E466409
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
Ismael Abubakar Jr.
Ismael Abubakar Jr. is a militant leader known for heading the Bangsamoro Islamic Freedom Fighters, an Islamist separatist group operating in the southern Philippines.
|
E1355938
|
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: Ismael Abubakar Jr. | Statement: [Bangsamoro Islamic Freedom Fighters, hasLeader, Ismael Abubakar Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ismael Abubakar Jr. Context triple: [Bangsamoro Islamic Freedom Fighters, hasLeader, Ismael Abubakar Jr.]
-
A.
Asake Bomani
Asake Bomani is an American writer and former jazz singer best known as the ex-wife of actor and activist Danny Glover.
-
B.
Usman Ally
Usman Ally is a Pakistani-American actor known for his work in film, television, and video games, including a notable role in the Uncharted series.
-
C.
Omar Abdulrahman
Omar Abdulrahman is an Emirati attacking midfielder renowned for his playmaking skills and creativity, widely regarded as one of the most talented footballers in the history of UAE football.
-
D.
Ebrahim Adia
Ebrahim Adia is a British higher education leader who serves as Vice-Chancellor of the University of Wolverhampton.
-
E.
Omarr Smith
Omarr Smith is an American football coach and former Arena Football League defensive back best known for his successful coaching stints, including leading multiple AFL teams.
- 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: Ismael Abubakar Jr. Triple: [Bangsamoro Islamic Freedom Fighters, hasLeader, Ismael Abubakar Jr.]
Generated description
Ismael Abubakar Jr. is a militant leader known for heading the Bangsamoro Islamic Freedom Fighters, an Islamist separatist group operating in the southern Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ismael Abubakar Jr. Target entity description: Ismael Abubakar Jr. is a militant leader known for heading the Bangsamoro Islamic Freedom Fighters, an Islamist separatist group operating in the southern Philippines.
-
A.
Asake Bomani
Asake Bomani is an American writer and former jazz singer best known as the ex-wife of actor and activist Danny Glover.
-
B.
Usman Ally
Usman Ally is a Pakistani-American actor known for his work in film, television, and video games, including a notable role in the Uncharted series.
-
C.
Omar Abdulrahman
Omar Abdulrahman is an Emirati attacking midfielder renowned for his playmaking skills and creativity, widely regarded as one of the most talented footballers in the history of UAE football.
-
D.
Ebrahim Adia
Ebrahim Adia is a British higher education leader who serves as Vice-Chancellor of the University of Wolverhampton.
-
E.
Omarr Smith
Omarr Smith is an American football coach and former Arena Football League defensive back best known for his successful coaching stints, including leading multiple AFL teams.
- 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.