Triple

T1034998

Position	Surface form	Disambiguated ID	Type / Status
Subject	Operation Gothic Serpent	`E22340`	entity
Predicate	opponent	`P437`	FINISHED
Object	Somali National Alliance The Somali National Alliance was a major Somali militia and political coalition led by warlord Mohamed Farrah Aidid that played a central role in the country's civil war in the early 1990s.	`E120113`	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: Somali National Alliance | Statement: [Operation Gothic Serpent, opponent, Somali National Alliance]

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

Target entity: Somali National Alliance
Context triple: [Operation Gothic Serpent, opponent, Somali National Alliance]

A. Federal Government of Somalia
The Federal Government of Somalia is the internationally recognized central government of Somalia, established in 2012 to replace the Transitional Federal Government and oversee the country’s federal political system.
B. Somali peace movement
The Somali peace movement is a grassroots civil society initiative focused on promoting reconciliation, conflict resolution, and nonviolent political solutions in Somalia, often led and shaped by women activists.
C. National Transitional Council
The National Transitional Council was the political body that led the Libyan opposition and served as the de facto government during the 2011 Libyan Civil War.
D. Federal Parliament of Somalia
The Federal Parliament of Somalia is the bicameral national legislature of Somalia, responsible for making laws, overseeing the executive, and representing the country's federal member states.
E. People's Democratic Party of Afghanistan
The People's Democratic Party of Afghanistan was a Soviet-aligned Marxist-Leninist political party that ruled Afghanistan after the 1978 Saur Revolution and was a central actor in the ensuing Soviet–Afghan conflict.
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: Somali National Alliance
Triple: [Operation Gothic Serpent, opponent, Somali National Alliance]

Generated description

The Somali National Alliance was a major Somali militia and political coalition led by warlord Mohamed Farrah Aidid that played a central role in the country's civil war in the early 1990s.

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

Target entity: Somali National Alliance
Target entity description: The Somali National Alliance was a major Somali militia and political coalition led by warlord Mohamed Farrah Aidid that played a central role in the country's civil war in the early 1990s.

A. Federal Government of Somalia
The Federal Government of Somalia is the internationally recognized central government of Somalia, established in 2012 to replace the Transitional Federal Government and oversee the country’s federal political system.
B. Somali peace movement
The Somali peace movement is a grassroots civil society initiative focused on promoting reconciliation, conflict resolution, and nonviolent political solutions in Somalia, often led and shaped by women activists.
C. National Transitional Council
The National Transitional Council was the political body that led the Libyan opposition and served as the de facto government during the 2011 Libyan Civil War.
D. Federal Parliament of Somalia
The Federal Parliament of Somalia is the bicameral national legislature of Somalia, responsible for making laws, overseeing the executive, and representing the country's federal member states.
E. People's Democratic Party of Afghanistan
The People's Democratic Party of Afghanistan was a Soviet-aligned Marxist-Leninist political party that ruled Afghanistan after the 1978 Saur Revolution and was a central actor in the ensuing Soviet–Afghan conflict.
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_69a493d848848190aed4011b34b2e8d3`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b814c16c8190ac4d20feecdadbae`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bc15a6c81909a71bf17b5cd4019`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3c7d16748190a95aaffd04a867b3`	completed	March 7, 2026, 2:55 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3ce827b88190a5de06c695ad4ecb`	completed	March 7, 2026, 2:57 p.m.

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