Triple

T7550214
Position Surface form Disambiguated ID Type / Status
Subject Tacenwit E178510 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Afroasiatic language
Proto-Afroasiatic is the hypothetical reconstructed common ancestor of the Afroasiatic language family, which includes branches such as Semitic, Berber, Cushitic, Chadic, and Omotic.
 E671842 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-Afroasiatic language | Statement: [Tacenwit, hasAncestor, Proto-Afroasiatic language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Proto-Afroasiatic language
Context triple: [Tacenwit, hasAncestor, Proto-Afroasiatic language]
  • A. Afroasiatic languages
    Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
  • B. Proto-Semitic language
    Proto-Semitic is the reconstructed common ancestor of all Semitic languages, hypothesized by linguists through comparative methods to have been spoken in the ancient Near East.
  • C. Aslian languages
    Aslian languages are a subgroup of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in Peninsular Malaysia and parts of southern Thailand.
  • D. Proto-Uralic language
    Proto-Uralic language is the reconstructed common ancestor of the Uralic language family, from which languages like Finnish, Hungarian, and Estonian are believed to have descended.
  • E. Proto-Canaanite language
    Proto-Canaanite language is an early Northwest Semitic language that served as the ancestor of Phoenician and other Canaanite languages and is closely associated with the development of the Proto-Canaanite alphabet.
  • 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-Afroasiatic language
Triple: [Tacenwit, hasAncestor, Proto-Afroasiatic language]
Generated description
Proto-Afroasiatic is the hypothetical reconstructed common ancestor of the Afroasiatic language family, which includes branches such as Semitic, Berber, Cushitic, Chadic, and Omotic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Proto-Afroasiatic language
Target entity description: Proto-Afroasiatic is the hypothetical reconstructed common ancestor of the Afroasiatic language family, which includes branches such as Semitic, Berber, Cushitic, Chadic, and Omotic.
  • A. Afroasiatic languages
    Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
  • B. Proto-Semitic language
    Proto-Semitic is the reconstructed common ancestor of all Semitic languages, hypothesized by linguists through comparative methods to have been spoken in the ancient Near East.
  • C. Aslian languages
    Aslian languages are a subgroup of the Austroasiatic language family spoken primarily by indigenous Orang Asli communities in Peninsular Malaysia and parts of southern Thailand.
  • D. Proto-Uralic language
    Proto-Uralic language is the reconstructed common ancestor of the Uralic language family, from which languages like Finnish, Hungarian, and Estonian are believed to have descended.
  • E. Proto-Canaanite language
    Proto-Canaanite language is an early Northwest Semitic language that served as the ancestor of Phoenician and other Canaanite languages and is closely associated with the development of the Proto-Canaanite alphabet.
  • 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_69c69f2cbe08819088f9eb0c03ef529b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8b35ba481908e1e5bbf329daa33 completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f2f7c448190858510d1511b42a7 completed March 28, 2026, 9:59 p.m.
NEDg Description generation batch_69c8504aadc88190bc97c33fb19a5230 completed March 28, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69c8528a8bd081908a281d2827f5587d completed March 28, 2026, 10:13 p.m.
Created at: March 27, 2026, 3:49 p.m.