Triple

T10301654

Position	Surface form	Disambiguated ID	Type / Status
Subject	Alain-Claude Bilie-By-Nze	`E241645`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Government Spokesperson of Gabon The Government Spokesperson of Gabon is the official representative responsible for communicating the policies, decisions, and positions of Gabon's government to the public and the media.	`E856512`	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: Government Spokesperson of Gabon | Statement: [Alain-Claude Bilie-By-Nze, positionHeld, Government Spokesperson of Gabon]

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

Target entity: Government Spokesperson of Gabon
Context triple: [Alain-Claude Bilie-By-Nze, positionHeld, Government Spokesperson of Gabon]

A. Prime Minister of Gabon
The Prime Minister of Gabon is the head of government responsible for overseeing the executive branch and implementing national policies under the authority of the President.
B. Gabonese presidency
The Gabonese presidency is the executive office and institution headed by the President of Gabon, responsible for leading the country's government and representing the nation domestically and internationally.
C. Government of Gabon
The Government of Gabon is the executive authority of the Central African nation of Gabon, responsible for implementing laws, managing state affairs, and directing national policy under the leadership of the president and cabinet.
D. President of Equatorial Guinea
The President of Equatorial Guinea is the country’s chief executive and dominant political authority, wielding extensive control over the government and state institutions.
E. Executive Secretary of SADC
The Executive Secretary of SADC is the chief executive officer of the Southern African Development Community, responsible for overseeing its day-to-day operations and implementing regional policies and programs.
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: Government Spokesperson of Gabon
Triple: [Alain-Claude Bilie-By-Nze, positionHeld, Government Spokesperson of Gabon]

Generated description

The Government Spokesperson of Gabon is the official representative responsible for communicating the policies, decisions, and positions of Gabon's government to the public and the media.

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

Target entity: Government Spokesperson of Gabon
Target entity description: The Government Spokesperson of Gabon is the official representative responsible for communicating the policies, decisions, and positions of Gabon's government to the public and the media.

A. Prime Minister of Gabon
The Prime Minister of Gabon is the head of government responsible for overseeing the executive branch and implementing national policies under the authority of the President.
B. Gabonese presidency
The Gabonese presidency is the executive office and institution headed by the President of Gabon, responsible for leading the country's government and representing the nation domestically and internationally.
C. Government of Gabon
The Government of Gabon is the executive authority of the Central African nation of Gabon, responsible for implementing laws, managing state affairs, and directing national policy under the leadership of the president and cabinet.
D. President of Equatorial Guinea
The President of Equatorial Guinea is the country’s chief executive and dominant political authority, wielding extensive control over the government and state institutions.
E. Executive Secretary of SADC
The Executive Secretary of SADC is the chief executive officer of the Southern African Development Community, responsible for overseeing its day-to-day operations and implementing regional policies and programs.
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_69d381aaafc08190af475ef58dc16aba`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4d30716d8819085e25a78e6af3b9d`	completed	April 7, 2026, 9:48 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d71d47049c81909b60058c36042f71`	completed	April 9, 2026, 3:30 a.m.
NEDg	Description generation	`batch_69d7318402f08190b655bdddbd97ecb9`	completed	April 9, 2026, 4:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69d734473ef48190852dbe48742a4273`	completed	April 9, 2026, 5:08 a.m.

Created at: April 6, 2026, 11:44 a.m.