Triple

T10200332
Position Surface form Disambiguated ID Type / Status
Subject Belqasim Haftar E238865 entity
Predicate associatedWith P37 FINISHED
Object eastern Libyan authorities
Eastern Libyan authorities are the rival governing and military-administrative bodies controlling eastern Libya, closely linked to General Khalifa Haftar and opposed to the UN-recognized government in Tripoli.
E252238 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: eastern Libyan authorities | Statement: [Belqasim Haftar, associatedWith, eastern Libyan authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: eastern Libyan authorities
Context triple: [Belqasim Haftar, associatedWith, eastern Libyan authorities]
  • A. eastern Libya
    Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
  • B. Libyan government
    The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
  • C. Libyan electoral authorities
    Libyan electoral authorities are the official national bodies responsible for administering and overseeing elections and referendums in Libya.
  • D. High Council of State (Libya)
    The High Council of State (Libya) is an advisory political body formed under the Libyan Political Agreement to provide consultative input and oversight in the country’s transitional governance process.
  • E. Libyan revolutionary committees
    The Libyan revolutionary committees were a network of pro-Gaddafi political organizations that enforced ideological conformity, mobilized mass participation, and maintained authoritarian control within Libya’s Jamahiriya system.
  • 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: eastern Libyan authorities
Triple: [Belqasim Haftar, associatedWith, eastern Libyan authorities]
Generated description
Eastern Libyan authorities are the rival governing and military-administrative bodies controlling eastern Libya, closely linked to General Khalifa Haftar and opposed to the UN-recognized government in Tripoli.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: eastern Libyan authorities
Target entity description: Eastern Libyan authorities are the rival governing and military-administrative bodies controlling eastern Libya, closely linked to General Khalifa Haftar and opposed to the UN-recognized government in Tripoli.
  • A. eastern Libya chosen
    Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
  • B. Libyan government
    The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
  • C. Libyan electoral authorities
    Libyan electoral authorities are the official national bodies responsible for administering and overseeing elections and referendums in Libya.
  • D. High Council of State (Libya)
    The High Council of State (Libya) is an advisory political body formed under the Libyan Political Agreement to provide consultative input and oversight in the country’s transitional governance process.
  • E. Libyan revolutionary committees
    The Libyan revolutionary committees were a network of pro-Gaddafi political organizations that enforced ideological conformity, mobilized mass participation, and maintained authoritarian control within Libya’s Jamahiriya system.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3f3bac8190a63a81edffe7cda7 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317f40f0c8190a3d966c934cc20f7 completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d3188886908190ba0a5539ce942980 completed April 6, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69d31c4fb8288190bbc6b3d4a79dafb1 completed April 6, 2026, 2:37 a.m.
Created at: March 30, 2026, 9:14 p.m.