Triple

T4895077
Position Surface form Disambiguated ID Type / Status
Subject Kingsmill massacre E109656 entity
Predicate perpetratedBy P698 FINISHED
Object South Armagh Republican Action Force
The South Armagh Republican Action Force was a cover name used by Irish republican paramilitaries, widely believed to be linked to the Provisional IRA, for sectarian attacks in Northern Ireland during the Troubles.
E18014 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: South Armagh Republican Action Force | Statement: [Kingsmill massacre, perpetratedBy, South Armagh Republican Action Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Armagh Republican Action Force
Context triple: [Kingsmill massacre, perpetratedBy, South Armagh Republican Action Force]
  • A. Irish National Liberation Army
    The Irish National Liberation Army was a republican paramilitary organization in Northern Ireland that sought to end British rule and establish a socialist republic, becoming known for its violent campaign during the Troubles.
  • B. Irish Republican Army
    The Irish Republican Army was a paramilitary organization dedicated to ending British rule in Northern Ireland and achieving a united Irish republic, active in various forms throughout the 20th century.
  • C. True IRA (former)
    The True IRA (former) is a fictional Irish republican paramilitary organization in the television series "Sons of Anarchy," involved in gun-running and political violence.
  • D. Ulster Defence Association
    The Ulster Defence Association is a loyalist paramilitary organization in Northern Ireland known for its violent campaign against Irish republicanism and involvement in sectarian conflict during the late 20th century.
  • E. Provisional Irish Republican Army
    The Provisional Irish Republican Army was an Irish republican paramilitary organization that sought to end British rule in Northern Ireland and played a central role in the conflict known as the Troubles.
  • 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: South Armagh Republican Action Force
Triple: [Kingsmill massacre, perpetratedBy, South Armagh Republican Action Force]
Generated description
The South Armagh Republican Action Force was a cover name used by Irish republican paramilitaries, widely believed to be linked to the Provisional IRA, for sectarian attacks in Northern Ireland during the Troubles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Armagh Republican Action Force
Target entity description: The South Armagh Republican Action Force was a cover name used by Irish republican paramilitaries, widely believed to be linked to the Provisional IRA, for sectarian attacks in Northern Ireland during the Troubles.
  • A. Irish National Liberation Army
    The Irish National Liberation Army was a republican paramilitary organization in Northern Ireland that sought to end British rule and establish a socialist republic, becoming known for its violent campaign during the Troubles.
  • B. Irish Republican Army
    The Irish Republican Army was a paramilitary organization dedicated to ending British rule in Northern Ireland and achieving a united Irish republic, active in various forms throughout the 20th century.
  • C. True IRA (former)
    The True IRA (former) is a fictional Irish republican paramilitary organization in the television series "Sons of Anarchy," involved in gun-running and political violence.
  • D. Ulster Defence Association
    The Ulster Defence Association is a loyalist paramilitary organization in Northern Ireland known for its violent campaign against Irish republicanism and involvement in sectarian conflict during the late 20th century.
  • E. Provisional Irish Republican Army chosen
    The Provisional Irish Republican Army was an Irish republican paramilitary organization that sought to end British rule in Northern Ireland and played a central role in the conflict known as the Troubles.
  • F. None of above.

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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e27cdf48190bb9bd13bd25b887e completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fc665e08190ae067746d6c19018 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be72aaca448190b7dc45d61d317a35 completed March 21, 2026, 10:27 a.m.
NED2 Entity disambiguation (via description) batch_69be732d2a708190bf44aeeb830e530e completed March 21, 2026, 10:30 a.m.
Created at: March 20, 2026, 1:28 p.m.