Triple

T12256756
Position Surface form Disambiguated ID Type / Status
Subject Multinational Joint Task Force E292122 entity
Predicate regionCovered P82 FINISHED
Object western Chad
Western Chad is a sparsely populated, semi-arid region of Chad bordering Lake Chad and neighboring countries, known for security challenges linked to regional insurgent activity.
 E972848 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: western Chad | Statement: [Multinational Joint Task Force, regionCovered, western Chad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: western Chad
Context triple: [Multinational Joint Task Force, regionCovered, western Chad]
  • A. eastern Chad
    Eastern Chad is a sparsely populated, arid region of Chad characterized by desert landscapes, scattered oases, and a largely nomadic population.
  • B. 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.
  • C. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • D. western Sudan
    Western Sudan is a region of Sudan characterized by its diverse ethnic groups, languages, and cultures, including communities that speak the Taman languages.
  • E. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • 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: western Chad
Triple: [Multinational Joint Task Force, regionCovered, western Chad]
Generated description
Western Chad is a sparsely populated, semi-arid region of Chad bordering Lake Chad and neighboring countries, known for security challenges linked to regional insurgent activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: western Chad
Target entity description: Western Chad is a sparsely populated, semi-arid region of Chad bordering Lake Chad and neighboring countries, known for security challenges linked to regional insurgent activity.
  • A. eastern Chad
    Eastern Chad is a sparsely populated, arid region of Chad characterized by desert landscapes, scattered oases, and a largely nomadic population.
  • B. 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.
  • C. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • D. western Sudan
    Western Sudan is a region of Sudan characterized by its diverse ethnic groups, languages, and cultures, including communities that speak the Taman languages.
  • E. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc9dd5081908880061d52351850 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abfc8588190ab9300c6e5e59092 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:52 p.m.