Triple

T993244

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yemeni Revolution of 2011	`E21437`	entity
Predicate	opposedBy	`P437`	FINISHED
Object	Yemeni government security forces Yemeni government security forces are the state’s military and police units responsible for maintaining internal order and defending the regime, particularly noted for their role in suppressing dissent during periods of political unrest.	`E116997`	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: Yemeni government security forces | Statement: [Yemeni Revolution of 2011, opposedBy, Yemeni government security forces]

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

Target entity: Yemeni government security forces
Context triple: [Yemeni Revolution of 2011, opposedBy, Yemeni government security forces]

A. Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
B. Iraqi Interim Government forces
The Iraqi Interim Government forces were the national security and military units loyal to Iraq’s U.S.-backed transitional government that participated alongside coalition troops in major operations during the Iraq War.
C. Armed Forces of Ethiopia
The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition operations.
D. Saudi Armed Forces
The Saudi Armed Forces are the military forces of the Kingdom of Saudi Arabia, responsible for national defense and regional security and equipped with significant modern weaponry and capabilities.
E. Armed Forces of Oman
The Armed Forces of Oman are the unified military organization responsible for the defense and security of the Sultanate of Oman, encompassing its land, air, and naval forces under the command of the Sultan.
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: Yemeni government security forces
Triple: [Yemeni Revolution of 2011, opposedBy, Yemeni government security forces]

Generated description

Yemeni government security forces are the state’s military and police units responsible for maintaining internal order and defending the regime, particularly noted for their role in suppressing dissent during periods of political unrest.

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

Target entity: Yemeni government security forces
Target entity description: Yemeni government security forces are the state’s military and police units responsible for maintaining internal order and defending the regime, particularly noted for their role in suppressing dissent during periods of political unrest.

A. Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
B. Iraqi Interim Government forces
The Iraqi Interim Government forces were the national security and military units loyal to Iraq’s U.S.-backed transitional government that participated alongside coalition troops in major operations during the Iraq War.
C. Armed Forces of Ethiopia
The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition operations.
D. Saudi Armed Forces
The Saudi Armed Forces are the military forces of the Kingdom of Saudi Arabia, responsible for national defense and regional security and equipped with significant modern weaponry and capabilities.
E. Armed Forces of Oman
The Armed Forces of Oman are the unified military organization responsible for the defense and security of the Sultanate of Oman, encompassing its land, air, and naval forces under the command of the Sultan.
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_69a493c476b48190b41fc5e793171cc6`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b4c3f7b48190a31308bdc09817c6`	completed	March 1, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac25919bcc8190886f19405536681b`	completed	March 7, 2026, 1:18 p.m.
NEDg	Description generation	`batch_69ac269b2054819081e17a1c13068c1b`	completed	March 7, 2026, 1:22 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac26f947d481908ab1b7115cf9dee7`	completed	March 7, 2026, 1:24 p.m.

Created at: March 1, 2026, 7:41 p.m.