Triple

T901254
Position Surface form Disambiguated ID Type / Status
Subject Kingsmill massacre E19450 entity
Predicate perpetratorClaimed P16215 FINISHED
Object South Armagh Republican Action Force
The South Armagh Republican Action Force was a shadowy Irish republican paramilitary cover name, believed to be linked to the Provisional IRA, that claimed responsibility for sectarian attacks in Northern Ireland during the Troubles.
E18014 NE FINISHED

How this triple was built (5 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, perpetratorClaimed, 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, perpetratorClaimed, 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. 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.
  • D. 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.
  • E. Derry Citizens Defence Association
    The Derry Citizens Defence Association was a grassroots nationalist organization in Derry, Northern Ireland, that emerged in 1969 to coordinate community defense and political response during the early stages of 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, perpetratorClaimed, South Armagh Republican Action Force]
Generated description
The South Armagh Republican Action Force was a shadowy Irish republican paramilitary cover name, believed to be linked to the Provisional IRA, that claimed responsibility 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 shadowy Irish republican paramilitary cover name, believed to be linked to the Provisional IRA, that claimed responsibility 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. 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.
  • D. 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.
  • E. Derry Citizens Defence Association
    The Derry Citizens Defence Association was a grassroots nationalist organization in Derry, Northern Ireland, that emerged in 1969 to coordinate community defense and political response during the early stages of the Troubles.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: perpetratorClaimed
Context triple: [Kingsmill massacre, perpetratorClaimed, South Armagh Republican Action Force]
  • A. perpetratedBy
    Indicates that an action, event, or wrongdoing was carried out or caused by a particular agent or entity.
  • B. guiltyOf
    Indicates that an entity has been judged or determined to have committed a particular offense, crime, or wrongful act.
  • C. accusedOf
    Indicates that one entity has formally alleged or claimed that another entity committed a specific wrongdoing or offense.
  • D. claimed chosen
    Indicates that an entity has asserted or stated something as true, often without definitive proof or verification.
  • E. hasAccuser
    Indicates that one entity serves as the accuser of another entity in a dispute, complaint, or allegation.
  • F. None of above.

Provenance (6 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ad4412408190a6bf8fc7484a5781 completed March 1, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4282ea908190817857231b98f5b4 completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac43dd41748190b4a437f072221863 completed March 7, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac4433921881908d225c4309028214 completed March 7, 2026, 3:28 p.m.
PD Predicate disambiguation batch_69a4aa979d408190b17ccfde132ea628 completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:39 p.m.