Triple

T9193408
Position Surface form Disambiguated ID Type / Status
Subject Goukouni Oueddei’s forces E220643 entity
Predicate activeIn P1560 FINISHED
Object Libya–Chad border region
The Libya–Chad border region is a sparsely populated, desert frontier zone that has long been a focal point of territorial disputes, rebel activity, and cross-border military conflict between Libya and Chad.
E783228 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: Libya–Chad border region | Statement: [Goukouni Oueddei’s forces, activeIn, Libya–Chad border region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libya–Chad border region
Context triple: [Goukouni Oueddei’s forces, activeIn, Libya–Chad border region]
  • A. Egypt–Libya border region
    The Egypt–Libya border region is a strategic desert frontier in North Africa that served as a major theater of operations during the Western Desert Campaign of World War II.
  • B. Libya–Algeria border
    The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
  • C. Libya–Tunisia border
    The Libya–Tunisia border is an international boundary in North Africa separating Libya and Tunisia, running from the Mediterranean coast through desert regions near oases such as Ghadames.
  • D. Chad–Sudan border
    The Chad–Sudan border is a long, sparsely populated frontier in central Africa that separates eastern Chad from western Sudan and is home to diverse ethnic groups and languages.
  • E. northern Chad
    Northern Chad is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and significant ethnic diversity including groups such as the Gorane.
  • 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: Libya–Chad border region
Triple: [Goukouni Oueddei’s forces, activeIn, Libya–Chad border region]
Generated description
The Libya–Chad border region is a sparsely populated, desert frontier zone that has long been a focal point of territorial disputes, rebel activity, and cross-border military conflict between Libya and Chad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libya–Chad border region
Target entity description: The Libya–Chad border region is a sparsely populated, desert frontier zone that has long been a focal point of territorial disputes, rebel activity, and cross-border military conflict between Libya and Chad.
  • A. Egypt–Libya border region
    The Egypt–Libya border region is a strategic desert frontier in North Africa that served as a major theater of operations during the Western Desert Campaign of World War II.
  • B. Libya–Algeria border
    The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
  • C. Libya–Tunisia border
    The Libya–Tunisia border is an international boundary in North Africa separating Libya and Tunisia, running from the Mediterranean coast through desert regions near oases such as Ghadames.
  • D. Chad–Sudan border
    The Chad–Sudan border is a long, sparsely populated frontier in central Africa that separates eastern Chad from western Sudan and is home to diverse ethnic groups and languages.
  • E. northern Chad
    Northern Chad is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and significant ethnic diversity including groups such as the Gorane.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c1fa9c8190bc5cc6dce8778694 completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c313004819090fe0e5d4e7bc15e completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05d138c288190a0eab9be6bd649c0 completed April 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69d05df1a0888190a2bdc48a159b865e completed April 4, 2026, 12:40 a.m.
Created at: March 30, 2026, 7:24 p.m.