Triple

T3716342
Position Surface form Disambiguated ID Type / Status
Subject Somali Civil War E81539 entity
Predicate hasPart P35 FINISHED
Object Puntland–Somaliland conflict
The Puntland–Somaliland conflict is a protracted territorial and political dispute between the self-governing regions of Puntland and Somaliland in northern Somalia, marked by intermittent armed clashes and competing claims over border areas such as Sool and Sanaag.
E382756 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: Puntland–Somaliland conflict | Statement: [Somali Civil War, hasPart, Puntland–Somaliland conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puntland–Somaliland conflict
Context triple: [Somali Civil War, hasPart, Puntland–Somaliland conflict]
  • A. Somali Civil War
    The Somali Civil War is a prolonged, multifaceted conflict that began in 1991 following the collapse of Somalia’s central government, involving clan militias, warlords, Islamist groups, and foreign interventions, and resulting in widespread instability and humanitarian crises.
  • B. Ogaden conflict
    The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
  • C. Eritrean–Ethiopian War
    The Eritrean–Ethiopian War was a brutal border conflict between Eritrea and Ethiopia from 1998 to 2000 that caused tens of thousands of casualties and reshaped politics in the Horn of Africa.
  • D. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • E. 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.
  • 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: Puntland–Somaliland conflict
Triple: [Somali Civil War, hasPart, Puntland–Somaliland conflict]
Generated description
The Puntland–Somaliland conflict is a protracted territorial and political dispute between the self-governing regions of Puntland and Somaliland in northern Somalia, marked by intermittent armed clashes and competing claims over border areas such as Sool and Sanaag.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puntland–Somaliland conflict
Target entity description: The Puntland–Somaliland conflict is a protracted territorial and political dispute between the self-governing regions of Puntland and Somaliland in northern Somalia, marked by intermittent armed clashes and competing claims over border areas such as Sool and Sanaag.
  • A. Somali Civil War
    The Somali Civil War is a prolonged, multifaceted conflict that began in 1991 following the collapse of Somalia’s central government, involving clan militias, warlords, Islamist groups, and foreign interventions, and resulting in widespread instability and humanitarian crises.
  • B. Ogaden conflict
    The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
  • C. Eritrean–Ethiopian War
    The Eritrean–Ethiopian War was a brutal border conflict between Eritrea and Ethiopia from 1998 to 2000 that caused tens of thousands of casualties and reshaped politics in the Horn of Africa.
  • D. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • E. 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.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9cf77dc819098979094172d82d1 completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0f690c819091d9caf9271f9bbd completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cf6a84fc8190b07fbc31621bd871 completed March 14, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69b4d32caa7c81908332ac23bd4d9571 completed March 14, 2026, 3:17 a.m.
Created at: March 8, 2026, 3:33 p.m.