Triple

T20834632
Position Surface form Disambiguated ID Type / Status
Subject Kingaama E512926 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Sabaki language
Proto-Sabaki language is a reconstructed ancestral Bantu language that gave rise to the Sabaki subgroup, including languages such as Swahili and related coastal East African tongues.
E1452007 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: Proto-Sabaki language | Statement: [Kingaama, hasAncestor, Proto-Sabaki language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Sabaki language
Context triple: [Kingaama, hasAncestor, Proto-Sabaki language]
  • A. Sabaot language
    The Sabaot language is a Nilotic language spoken by the Sabaot people of western Kenya and eastern Uganda, closely associated with the Kalenjin language cluster.
  • B. Giabal language
    The Giabal language is an extinct Australian Aboriginal language once spoken by the Giabal people of Queensland.
  • C. Abu Arapesh language
    The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
  • D. Sabine language
    The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
  • E. Proto-Barito language
    Proto-Barito language is a reconstructed ancestral Austronesian language that gave rise to the Barito subgroup of languages spoken primarily in southern Borneo.
  • 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: Proto-Sabaki language
Triple: [Kingaama, hasAncestor, Proto-Sabaki language]
Generated description
Proto-Sabaki language is a reconstructed ancestral Bantu language that gave rise to the Sabaki subgroup, including languages such as Swahili and related coastal East African tongues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Sabaki language
Target entity description: Proto-Sabaki language is a reconstructed ancestral Bantu language that gave rise to the Sabaki subgroup, including languages such as Swahili and related coastal East African tongues.
  • A. Sabaot language
    The Sabaot language is a Nilotic language spoken by the Sabaot people of western Kenya and eastern Uganda, closely associated with the Kalenjin language cluster.
  • B. Giabal language
    The Giabal language is an extinct Australian Aboriginal language once spoken by the Giabal people of Queensland.
  • C. Abu Arapesh language
    The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
  • D. Sabine language
    The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
  • E. Proto-Barito language
    Proto-Barito language is a reconstructed ancestral Austronesian language that gave rise to the Barito subgroup of languages spoken primarily in southern Borneo.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c32622c481908b8d2159bd5bb0ad completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090084a1c481909a344ee40d846b10 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a0900fd590c8190b42faa5c5191189a completed May 16, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0901950c1c8190befa72dc20236b9e completed May 16, 2026, 11:45 p.m.
Created at: April 16, 2026, 12:42 p.m.