Triple

T23359726
Position Surface form Disambiguated ID Type / Status
Subject Joseph Dion Ngute E593151 entity
Predicate appointedBy P257 FINISHED
Object Paul Biya
Paul Biya is the long-serving President of Cameroon, in power since 1982 and known as one of Africa’s longest-ruling leaders.
 E1582645 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: Paul Biya | Statement: [Joseph Dion Ngute, appointedBy, Paul Biya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Biya
Context triple: [Joseph Dion Ngute, appointedBy, Paul Biya]
  • A. Omar Bongo
    Omar Bongo was a long-serving Gabonese politician who ruled as President of Gabon from 1967 until his death in 2009.
  • B. Ali Bongo Ondimba
    Ali Bongo Ondimba is a Gabonese politician who served as President of Gabon from 2009 until his ousting in a 2023 military coup.
  • C. Paulin Obame-Nguema
    Paulin Obame-Nguema was a Gabonese politician who served as a key government leader during the late 20th century, including a term as the country’s prime minister.
  • D. Paul Biyoghé Mba
    Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
  • E. Teodoro Obiang Nguema Mbasogo
    Teodoro Obiang Nguema Mbasogo is the long-serving authoritarian president of Equatorial Guinea, known for his decades-long rule marked by human rights abuses and corruption allegations.
  • 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: Paul Biya
Triple: [Joseph Dion Ngute, appointedBy, Paul Biya]
Generated description
Paul Biya is the long-serving President of Cameroon, in power since 1982 and known as one of Africa’s longest-ruling leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Biya
Target entity description: Paul Biya is the long-serving President of Cameroon, in power since 1982 and known as one of Africa’s longest-ruling leaders.
  • A. Omar Bongo
    Omar Bongo was a long-serving Gabonese politician who ruled as President of Gabon from 1967 until his death in 2009.
  • B. Ali Bongo Ondimba
    Ali Bongo Ondimba is a Gabonese politician who served as President of Gabon from 2009 until his ousting in a 2023 military coup.
  • C. Paulin Obame-Nguema
    Paulin Obame-Nguema was a Gabonese politician who served as a key government leader during the late 20th century, including a term as the country’s prime minister.
  • D. Paul Biyoghé Mba
    Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
  • E. Teodoro Obiang Nguema Mbasogo
    Teodoro Obiang Nguema Mbasogo is the long-serving authoritarian president of Equatorial Guinea, known for his decades-long rule marked by human rights abuses and corruption allegations.
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a1a39988190b4b4993b80d5a5f6 completed April 29, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dd385948190940cf5b878e54002 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5fa0ae848190a23b0c8c16345c26 completed May 19, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0c604cc84c8190946e2a35e0f736ce completed May 19, 2026, 1:06 p.m.
Created at: April 17, 2026, 5:30 p.m.