Triple

T11555986

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ghana Immigration Service	`E274018`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Public Affairs Unit The Public Affairs Unit is the communications and public relations arm of the Ghana Immigration Service, responsible for managing its public image, media relations, and information dissemination.	`E932919`	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: Public Affairs Unit | Statement: [Ghana Immigration Service, hasDivision, Public Affairs Unit]

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

Target entity: Public Affairs Unit
Context triple: [Ghana Immigration Service, hasDivision, Public Affairs Unit]

A. Public Affairs Office
The Public Affairs Office is the unit responsible for managing communication, media relations, and community outreach for the United States Army Garrison at West Point.
B. Public Affairs Section
The Public Affairs Section is the part of the U.S. Embassy in Berlin responsible for managing cultural diplomacy, media relations, and public outreach between the United States and Germany.
C. Public Affairs Section
The Public Affairs Section is the part of the U.S. Embassy in Baghdad responsible for managing cultural diplomacy, media relations, and public outreach to Iraqi audiences.
D. Public Affairs Section
The Public Affairs Section is the division of the U.S. Embassy in Manila responsible for managing cultural diplomacy, educational exchanges, media relations, and public outreach between the United States and the Philippines.
E. Public Affairs Section
The Public Affairs Section is the part of the U.S. Embassy in Beijing responsible for cultural diplomacy, media relations, and educational and exchange programs that promote mutual understanding between the United States and China.
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: Public Affairs Unit
Triple: [Ghana Immigration Service, hasDivision, Public Affairs Unit]

Generated description

The Public Affairs Unit is the communications and public relations arm of the Ghana Immigration Service, responsible for managing its public image, media relations, and information dissemination.

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

Target entity: Public Affairs Unit
Target entity description: The Public Affairs Unit is the communications and public relations arm of the Ghana Immigration Service, responsible for managing its public image, media relations, and information dissemination.

A. Public Affairs Office
The Public Affairs Office is the unit responsible for managing communication, media relations, and community outreach for the United States Army Garrison at West Point.
B. Public Affairs Section
The Public Affairs Section is the part of the U.S. Embassy in Berlin responsible for managing cultural diplomacy, media relations, and public outreach between the United States and Germany.
C. Public Affairs Section
The Public Affairs Section is the part of the U.S. Embassy in Baghdad responsible for managing cultural diplomacy, media relations, and public outreach to Iraqi audiences.
D. Public Affairs Section
The Public Affairs Section is the division of the U.S. Embassy in Manila responsible for managing cultural diplomacy, educational exchanges, media relations, and public outreach between the United States and the Philippines.
E. Public Affairs Section
The Public Affairs Section is the part of the U.S. Embassy in Beijing responsible for cultural diplomacy, media relations, and educational and exchange programs that promote mutual understanding between the United States and China.
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_69d6aae4dfa48190a3ab0b19a159a3c5`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d88a86be308190973fea5d7db8ba9d`	completed	April 10, 2026, 5:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e6e865c3008190bc2f04a1048f2fed`	completed	April 21, 2026, 3 a.m.
NEDg	Description generation	`batch_69e6ef93e7d88190af3853b82de23c1b`	completed	April 21, 2026, 3:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69e6f9144afc819081ee7f78e32ad39a`	completed	April 21, 2026, 4:12 a.m.

Created at: April 8, 2026, 9:37 p.m.