Triple

T23034109
Position Surface form Disambiguated ID Type / Status
Subject Gukurahundi E573546 entity
Predicate perpetratorUnit P1063 FINISHED
Object Fifth Brigade
The Fifth Brigade was a special Zimbabwean army unit, trained by North Korea, notorious for carrying out brutal massacres and human rights abuses against civilians in Matabeleland during the 1980s.
 E1567001 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: Fifth Brigade | Statement: [Gukurahundi, perpetratorUnit, Fifth Brigade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fifth Brigade
Context triple: [Gukurahundi, perpetratorUnit, Fifth Brigade]
  • A. 5th Brigade
    The 5th Brigade is a military formation that operates as a key subordinate combat unit within Japan’s Northern Army.
  • B. 3rd Brigade
    3rd Brigade is a major formation of the Australian Army, based in Townsville, known for its role as a key combat-ready and deployable brigade.
  • C. 3rd Brigade
    3rd Brigade is a major combat unit within the U.S. Army’s 1st Infantry Division, known for its role in frontline operations and deployments.
  • D. 22nd Brigade
    The 22nd Brigade was an infantry formation of the Australian Army that served as a key combat unit of the 8th Australian Division during the Second World War, notably in the Malayan Campaign and the fall of Singapore.
  • E. 7th Brigade
    7th Brigade is a major formation of the Australian Army comprising combined arms units that conduct combat and support operations.
  • 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: Fifth Brigade
Triple: [Gukurahundi, perpetratorUnit, Fifth Brigade]
Generated description
The Fifth Brigade was a special Zimbabwean army unit, trained by North Korea, notorious for carrying out brutal massacres and human rights abuses against civilians in Matabeleland during the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fifth Brigade
Target entity description: The Fifth Brigade was a special Zimbabwean army unit, trained by North Korea, notorious for carrying out brutal massacres and human rights abuses against civilians in Matabeleland during the 1980s.
  • A. 5th Brigade
    The 5th Brigade is a military formation that operates as a key subordinate combat unit within Japan’s Northern Army.
  • B. 3rd Brigade
    3rd Brigade is a major formation of the Australian Army, based in Townsville, known for its role as a key combat-ready and deployable brigade.
  • C. 3rd Brigade
    3rd Brigade is a major combat unit within the U.S. Army’s 1st Infantry Division, known for its role in frontline operations and deployments.
  • D. 22nd Brigade
    The 22nd Brigade was an infantry formation of the Australian Army that served as a key combat unit of the 8th Australian Division during the Second World War, notably in the Malayan Campaign and the fall of Singapore.
  • E. 7th Brigade
    7th Brigade is a major formation of the Australian Army comprising combined arms units that conduct combat and support operations.
  • 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_69e245b911188190bc3d96326c847969 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18483e5848190977b1bdb1b83d187 completed April 29, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2b715e881909e1ee36eeb76ba18 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfbd327148190b0717c8c35d85228 completed May 19, 2026, 5:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfccedf2c8190833df43ea2c294ca completed May 19, 2026, 6:01 a.m.
Created at: April 17, 2026, 3:53 p.m.