Triple

T2403517
Position Surface form Disambiguated ID Type / Status
Subject Lake Chad Basin E50221 entity
Predicate LCBCMembers P39202 FINISHED
Object Chad E20731 NE FINISHED

How this triple was built (3 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: Chad | Statement: [Lake Chad Basin, LCBCMembers, Chad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chad
Context triple: [Lake Chad Basin, LCBCMembers, Chad]
  • A. Chad chosen
    Chad is a landlocked country in north-central Africa known for its ethnic and linguistic diversity, vast desert regions, and significant oil reserves.
  • B. Central African Republic
    The Central African Republic is a landlocked, resource-rich but politically unstable country in Central Africa that has experienced recurrent conflict and humanitarian crises.
  • C. Sudan
    Sudan is a large Northeast African country along the Nile River, known for its diverse cultures, ancient Nubian history, and a modern history marked by civil conflict and the secession of South Sudan.
  • D. Cameroon
    Cameroon is a Central African country known for its cultural and linguistic diversity, varied geography from coast to rainforest and savanna, and a mixed French-English colonial heritage.
  • E. Republic of Niger
    The Republic of Niger is a landlocked West African country known for its vast Sahara Desert landscapes, predominantly Muslim population, and economy heavily reliant on agriculture and uranium mining.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: LCBCMembers
Context triple: [Lake Chad Basin, LCBCMembers, Chad]
  • A. clubMembership
    Indicates that an entity belongs to, is enrolled in, or holds membership status within a particular club.
  • B. eligibleMembers
    Indicates that certain entities meet the required criteria or conditions to be considered eligible members of a specified group or category.
  • C. cafMember
    Indicates that an entity is a member of a specific club, association, or formal group.
  • D. membershipBased
    Indicates that access, participation, or inclusion in something is conditional on holding a membership or belonging to a defined group.
  • E. membershipArea
    Indicates the geographic or organizational area within which a membership is valid or applicable.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abceab9ce881909ae0a2f34515c11e completed March 7, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef09b92048190acfa3a85417f259c completed March 9, 2026, 4:08 p.m.
PD Predicate disambiguation batch_69abc5a530e8819094105aa92dfaf6b3 completed March 7, 2026, 6:28 a.m.
PDg Predicate description generation batch_69abceaa42b88190a790355100fede3d completed March 7, 2026, 7:07 a.m.
Created at: March 4, 2026, 7:58 p.m.