Triple

T19096631
Position Surface form Disambiguated ID Type / Status
Subject Shifta War E467422 entity
Predicate alsoKnownAs P39 FINISHED
Object Shifta insurgency
The Shifta insurgency was a 1960s conflict in Kenya in which ethnic Somalis in the Northern Frontier District waged a guerrilla campaign to secede and join neighboring Somalia.
E1358126 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: Shifta insurgency | Statement: [Shifta War, alsoKnownAs, Shifta insurgency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shifta insurgency
Context triple: [Shifta War, alsoKnownAs, Shifta insurgency]
  • A. Sendero Luminoso insurgency
    The Sendero Luminoso insurgency was a Maoist guerrilla movement in Peru that waged a violent campaign against the state and society from the 1980s onward, causing widespread terror, human rights abuses, and severe social and economic disruption.
  • B. FROLINAT insurgency
    The FROLINAT insurgency was a major rebel movement in Chad led by the National Liberation Front of Chad, which fought to overthrow the central government and significantly shaped the country’s early post-independence conflicts.
  • C. Baloch insurgency
    The Baloch insurgency is a long-running separatist and nationalist armed movement in Pakistan’s Balochistan region, driven by grievances over political autonomy, resource control, and ethnic marginalization.
  • D. Maquis insurgency
    The Maquis insurgency was a French Resistance movement of rural guerrilla fighters who conducted sabotage, intelligence, and armed attacks against German occupation forces and the Vichy regime during World War II.
  • E. Las Anod conflict
    The Las Anod conflict is an ongoing armed struggle over control and political allegiance in and around the city of Las Anod in Somalia’s Sool region, involving Somaliland forces, local militias, and clan-based actors.
  • 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: Shifta insurgency
Triple: [Shifta War, alsoKnownAs, Shifta insurgency]
Generated description
The Shifta insurgency was a 1960s conflict in Kenya in which ethnic Somalis in the Northern Frontier District waged a guerrilla campaign to secede and join neighboring Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shifta insurgency
Target entity description: The Shifta insurgency was a 1960s conflict in Kenya in which ethnic Somalis in the Northern Frontier District waged a guerrilla campaign to secede and join neighboring Somalia.
  • A. Sendero Luminoso insurgency
    The Sendero Luminoso insurgency was a Maoist guerrilla movement in Peru that waged a violent campaign against the state and society from the 1980s onward, causing widespread terror, human rights abuses, and severe social and economic disruption.
  • B. FROLINAT insurgency
    The FROLINAT insurgency was a major rebel movement in Chad led by the National Liberation Front of Chad, which fought to overthrow the central government and significantly shaped the country’s early post-independence conflicts.
  • C. Baloch insurgency
    The Baloch insurgency is a long-running separatist and nationalist armed movement in Pakistan’s Balochistan region, driven by grievances over political autonomy, resource control, and ethnic marginalization.
  • D. Maquis insurgency
    The Maquis insurgency was a French Resistance movement of rural guerrilla fighters who conducted sabotage, intelligence, and armed attacks against German occupation forces and the Vichy regime during World War II.
  • E. Las Anod conflict
    The Las Anod conflict is an ongoing armed struggle over control and political allegiance in and around the city of Las Anod in Somalia’s Sool region, involving Somaliland forces, local militias, and clan-based actors.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e369aeac81908913c21f4c234c8e completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd98a1d48190bb46127c0bbc2351 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcf14788190a75298641ba20e0e completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e10ae8188190a9dce95fa838ff7f completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.