Triple

T27854976
Position Surface form Disambiguated ID Type / Status
Subject San peoples E704057 entity
Predicate hasOrganizationAdvocatingFor P19134 FINISHED
Object First People of the Kalahari
First People of the Kalahari is an advocacy organization representing the rights, land claims, and cultural survival of the San communities living in Botswana’s Kalahari region.
 E1790520 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: First People of the Kalahari | Statement: [San peoples, hasOrganizationAdvocatingFor, First People of the Kalahari]
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: First People of the Kalahari
Triple: [San peoples, hasOrganizationAdvocatingFor, First People of the Kalahari]
Generated description
First People of the Kalahari is an advocacy organization representing the rights, land claims, and cultural survival of the San communities living in Botswana’s Kalahari region.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasOrganizationAdvocatingFor
Context triple: [San peoples, hasOrganizationAdvocatingFor, First People of the Kalahari]
  • A. advocacyOrganization chosen
    Indicates that an organization actively supports, promotes, or works on behalf of a cause, issue, or group through advocacy activities.
  • B. advocacyOrganizationsIn
    Indicates that an advocacy organization operates within, is based in, or is primarily active in a specified geographic or political area.
  • C. advocacyMovement
    Indicates that an entity actively supports, promotes, or works to advance a particular social, political, or ideological movement.
  • D. advocatesAgainst
    Indicates that one entity actively opposes, argues against, or campaigns to prevent or stop another entity, action, or idea.
  • E. advocatesIn
    Indicates that an entity actively supports, promotes, or argues in favor of something within a particular context, domain, or setting.
  • F. None of above.

Provenance (6 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_69ef840e614c8190a88cf9638c14a265 completed April 27, 2026, 3:43 p.m.
NER Named-entity recognition batch_69f7465687bc8190a9da44d62b634ed7 completed May 3, 2026, 12:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a12f73da338819089f56c2cccce25d7 completed May 24, 2026, 1:03 p.m.
NEDg Description generation batch_6a12f7ff676c8190aee03de906240938 completed May 24, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a12fb9650c08190a7ebdbf509b4176b completed May 24, 2026, 1:22 p.m.
PD Predicate disambiguation batch_69f743f4ceb08190a21fe7f4a99b166b completed May 3, 2026, 12:47 p.m.
Created at: April 27, 2026, 6:13 p.m.