Triple

T9798275
Position Surface form Disambiguated ID Type / Status
Subject South African Border War E237770 entity
Predicate significantEvent P259 FINISHED
Object Operation Hooper
Operation Hooper was a major 1988 South African Defence Force offensive in Angola during the South African Border War, aimed at weakening Cuban and Angolan forces near Cuito Cuanavale.
E821153 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: Operation Hooper | Statement: [South African Border War, significantEvent, Operation Hooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Hooper
Context triple: [South African Border War, significantEvent, Operation Hooper]
  • A. Operation Inmate
    Operation Inmate was a World War II British naval air attack carried out against Japanese positions on Truk Atoll in June 1945 to provide combat experience for the British Pacific Fleet.
  • B. Operation Claret
    Operation Claret was a series of covert cross-border military raids conducted by British Commonwealth forces during the Indonesia–Malaysia confrontation in the 1960s.
  • C. Operation A-Go
    Operation A-Go was the Imperial Japanese Navy’s 1944 defensive strategy and fleet operation intended to deliver a decisive blow to U.S. forces in the central Pacific, culminating in the Battle of the Philippine Sea.
  • D. Operation Tidal Wave
    Operation Tidal Wave was a major World War II Allied air raid targeting Romanian oil refineries at Ploiești in an effort to cripple Nazi Germany’s fuel supplies.
  • E. Operation Judgment
    Operation Judgment was the British Royal Navy’s World War II carrier-based air attack on the Italian fleet at Taranto in November 1940, a pioneering strike that demonstrated the effectiveness of naval aviation against battleships in harbor.
  • 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: Operation Hooper
Triple: [South African Border War, significantEvent, Operation Hooper]
Generated description
Operation Hooper was a major 1988 South African Defence Force offensive in Angola during the South African Border War, aimed at weakening Cuban and Angolan forces near Cuito Cuanavale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Hooper
Target entity description: Operation Hooper was a major 1988 South African Defence Force offensive in Angola during the South African Border War, aimed at weakening Cuban and Angolan forces near Cuito Cuanavale.
  • A. Operation Inmate
    Operation Inmate was a World War II British naval air attack carried out against Japanese positions on Truk Atoll in June 1945 to provide combat experience for the British Pacific Fleet.
  • B. Operation Claret
    Operation Claret was a series of covert cross-border military raids conducted by British Commonwealth forces during the Indonesia–Malaysia confrontation in the 1960s.
  • C. Operation A-Go
    Operation A-Go was the Imperial Japanese Navy’s 1944 defensive strategy and fleet operation intended to deliver a decisive blow to U.S. forces in the central Pacific, culminating in the Battle of the Philippine Sea.
  • D. Operation Tidal Wave
    Operation Tidal Wave was a major World War II Allied air raid targeting Romanian oil refineries at Ploiești in an effort to cripple Nazi Germany’s fuel supplies.
  • E. Operation Judgment
    Operation Judgment was the British Royal Navy’s World War II carrier-based air attack on the Italian fleet at Taranto in November 1940, a pioneering strike that demonstrated the effectiveness of naval aviation against battleships in harbor.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda627cc2c81909ccc2e26751f5e85 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.