Triple

T9053613
Position Surface form Disambiguated ID Type / Status
Subject The Solution of the Economic Problem (Part Two of The Green Book) E216943 entity
Predicate associatedIdeology P496 FINISHED
Object Gaddafism
Gaddafism is the political ideology of Libyan leader Muammar Gaddafi, combining Arab nationalism, Islamic socialism, direct democracy, and anti-imperialism as outlined in his Green Book.
E216944 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: Gaddafism | Statement: [The Solution of the Economic Problem (Part Two of The Green Book), associatedIdeology, Gaddafism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gaddafism
Context triple: [The Solution of the Economic Problem (Part Two of The Green Book), associatedIdeology, Gaddafism]
  • A. Hoxhaism
    Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
  • B. Zogist regime
    The Zogist regime was the authoritarian monarchy of King Zog I that ruled Albania between the two World Wars, marked by centralization of power, modernization efforts, and increasing reliance on Italian support.
  • C. Nasserism
    Nasserism is a mid-20th-century Arab political ideology associated with Egyptian leader Gamal Abdel Nasser, combining Arab nationalism, anti-imperialism, and state-led socialism.
  • D. Derg regime
    The Derg regime was a Marxist-Leninist military junta that ruled Ethiopia from the mid-1970s to 1991, marked by authoritarian rule, land reforms, and widespread political repression.
  • E. Titoism
    Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
  • 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: Gaddafism
Triple: [The Solution of the Economic Problem (Part Two of The Green Book), associatedIdeology, Gaddafism]
Generated description
Gaddafism is the political ideology of Libyan leader Muammar Gaddafi, combining Arab nationalism, Islamic socialism, direct democracy, and anti-imperialism as outlined in his Green Book.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gaddafism
Target entity description: Gaddafism is the political ideology of Libyan leader Muammar Gaddafi, combining Arab nationalism, Islamic socialism, direct democracy, and anti-imperialism as outlined in his Green Book.
  • A. Hoxhaism
    Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
  • B. Zogist regime
    The Zogist regime was the authoritarian monarchy of King Zog I that ruled Albania between the two World Wars, marked by centralization of power, modernization efforts, and increasing reliance on Italian support.
  • C. Nasserism chosen
    Nasserism is a mid-20th-century Arab political ideology associated with Egyptian leader Gamal Abdel Nasser, combining Arab nationalism, anti-imperialism, and state-led socialism.
  • D. Derg regime
    The Derg regime was a Marxist-Leninist military junta that ruled Ethiopia from the mid-1970s to 1991, marked by authoritarian rule, land reforms, and widespread political repression.
  • E. Titoism
    Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7a71a9d88190949ef9dc6816d6ab completed April 1, 2026, 1:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebd1450c819092dccae2c48b100d completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfedc8c13081909980f89815ee695d completed April 3, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfee92d74881909b9093c3948e926f completed April 3, 2026, 4:45 p.m.
Created at: March 30, 2026, 7:10 p.m.