Triple

T13888093

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Regular Army	`E333897`	entity
Predicate	successor	`P78`	FINISHED
Object	People's Democratic Republic of Yemen Armed Forces The People's Democratic Republic of Yemen Armed Forces were the military forces of South Yemen during its existence as a socialist state prior to unification with North Yemen in 1990.	`E1068012`	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: People's Democratic Republic of Yemen Armed Forces | Statement: [Federal Regular Army, successor, People's Democratic Republic of Yemen Armed Forces]

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

Target entity: People's Democratic Republic of Yemen Armed Forces
Context triple: [Federal Regular Army, successor, People's Democratic Republic of Yemen Armed Forces]

A. Yemeni Armed Forces
The Yemeni Armed Forces are the national military of Yemen, historically dominated by loyalists of former president Ali Abdullah Saleh and central to the country’s internal power struggles and conflicts.
B. Yemeni Air Defense Forces
The Yemeni Air Defense Forces is the branch of Yemen’s military responsible for operating ground-based air defense systems and protecting the country’s airspace from hostile aircraft and missiles.
C. North Yemen republican forces
The North Yemen republican forces were the military faction that supported the Yemen Arab Republic against royalist loyalists during the North Yemen Civil War in the 1960s.
D. United Arab Republic forces in Yemen
United Arab Republic forces in Yemen were the Egyptian-led military contingent deployed by President Gamal Abdel Nasser to support republican factions during the North Yemen Civil War in the 1960s.
E. Ministry of Defense of Yemen
The Ministry of Defense of Yemen is the central government body responsible for overseeing the country's armed forces, military policy, and national defense strategy.
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: People's Democratic Republic of Yemen Armed Forces
Triple: [Federal Regular Army, successor, People's Democratic Republic of Yemen Armed Forces]

Generated description

The People's Democratic Republic of Yemen Armed Forces were the military forces of South Yemen during its existence as a socialist state prior to unification with North Yemen in 1990.

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

Target entity: People's Democratic Republic of Yemen Armed Forces
Target entity description: The People's Democratic Republic of Yemen Armed Forces were the military forces of South Yemen during its existence as a socialist state prior to unification with North Yemen in 1990.

A. Yemeni Armed Forces
The Yemeni Armed Forces are the national military of Yemen, historically dominated by loyalists of former president Ali Abdullah Saleh and central to the country’s internal power struggles and conflicts.
B. Yemeni Air Defense Forces
The Yemeni Air Defense Forces is the branch of Yemen’s military responsible for operating ground-based air defense systems and protecting the country’s airspace from hostile aircraft and missiles.
C. North Yemen republican forces
The North Yemen republican forces were the military faction that supported the Yemen Arab Republic against royalist loyalists during the North Yemen Civil War in the 1960s.
D. United Arab Republic forces in Yemen
United Arab Republic forces in Yemen were the Egyptian-led military contingent deployed by President Gamal Abdel Nasser to support republican factions during the North Yemen Civil War in the 1960s.
E. Ministry of Defense of Yemen
The Ministry of Defense of Yemen is the central government body responsible for overseeing the country's armed forces, military policy, and national defense strategy.
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_69d81c5dd2d48190b7a5fc1e009de936`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de23a281e481908a6184bcd7f59c03`	completed	April 14, 2026, 11:23 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7c718140c8190a625da87231ee814`	completed	May 3, 2026, 10:07 p.m.
NEDg	Description generation	`batch_69f7c83a3e04819097b6e0b5a3161b9a`	completed	May 3, 2026, 10:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7c976e96c8190b59f46d9b758e8e2`	completed	May 3, 2026, 10:17 p.m.

Created at: April 9, 2026, 10:15 p.m.