Triple
T11858442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peoples Democratic Party |
E282098
|
entity |
| Predicate | hasNotableFormerChairman |
P7696
|
FINISHED |
| Object |
Ahmed Makarfi
Ahmed Makarfi is a Nigerian politician and former governor of Kaduna State who later became a prominent national party leader.
|
E951728
|
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: Ahmed Makarfi | Statement: [Peoples Democratic Party, hasNotableFormerChairman, Ahmed Makarfi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ahmed Makarfi Context triple: [Peoples Democratic Party, hasNotableFormerChairman, Ahmed Makarfi]
-
A.
Saad Dahlab
Saad Dahlab was an Algerian nationalist leader and politician who played a key role in Algeria’s independence negotiations with France.
-
B.
Abdelhamid Ben Badis
Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
-
C.
Moustafa Kharroubi
Moustafa Kharroubi was a Libyan political figure who served on the Revolutionary Command Council that governed Libya following Muammar Gaddafi’s 1969 coup.
-
D.
Abdelmalek Droukdel
Abdelmalek Droukdel was an Algerian Islamist militant and emir of Al-Qaeda in the Islamic Maghreb, playing a key role in expanding Al-Qaeda’s operations across North and West Africa.
-
E.
Badji Mokhtar
Badji Mokhtar was an Algerian nationalist and independence activist remembered as a martyr of the Algerian War of Independence.
- 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: Ahmed Makarfi Triple: [Peoples Democratic Party, hasNotableFormerChairman, Ahmed Makarfi]
Generated description
Ahmed Makarfi is a Nigerian politician and former governor of Kaduna State who later became a prominent national party leader.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ahmed Makarfi Target entity description: Ahmed Makarfi is a Nigerian politician and former governor of Kaduna State who later became a prominent national party leader.
-
A.
Saad Dahlab
Saad Dahlab was an Algerian nationalist leader and politician who played a key role in Algeria’s independence negotiations with France.
-
B.
Abdelhamid Ben Badis
Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
-
C.
Moustafa Kharroubi
Moustafa Kharroubi was a Libyan political figure who served on the Revolutionary Command Council that governed Libya following Muammar Gaddafi’s 1969 coup.
-
D.
Abdelmalek Droukdel
Abdelmalek Droukdel was an Algerian Islamist militant and emir of Al-Qaeda in the Islamic Maghreb, playing a key role in expanding Al-Qaeda’s operations across North and West Africa.
-
E.
Badji Mokhtar
Badji Mokhtar was an Algerian nationalist and independence activist remembered as a martyr of the Algerian War of Independence.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f2816404ac81909129347607fb5fd3 |
completed | April 29, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69f28d363cac8190b961f17245db493c |
completed | April 29, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f29150bf508190bdf037d40e445e6d |
completed | April 29, 2026, 11:16 p.m. |
Created at: April 8, 2026, 9:43 p.m.