Triple

T3252552
Position Surface form Disambiguated ID Type / Status
Subject Geʽez E68214 entity
Predicate hasAncestor P369 FINISHED
Object 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.
E339272 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-Semitic language | Statement: [Geʽez, hasAncestor, Proto-Semitic language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Semitic language
Context triple: [Geʽez, hasAncestor, Proto-Semitic language]
  • A. Central Semitic languages
    Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
  • B. Semitic languages
    Semitic languages are a branch of the Afroasiatic language family that includes historically and culturally significant languages such as Hebrew, Arabic, and Aramaic, spoken across the Middle East and parts of Africa.
  • C. South Semitic languages
    South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
  • D. 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.
  • E. Northwest Semitic
    Northwest Semitic is a branch of the Semitic language family that includes languages such as Hebrew, Aramaic, and Phoenician, historically spoken in the Levant.
  • 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-Semitic language
Triple: [Geʽez, hasAncestor, Proto-Semitic language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Semitic language
Target entity description: 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.
  • A. Central Semitic languages
    Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
  • B. Semitic languages
    Semitic languages are a branch of the Afroasiatic language family that includes historically and culturally significant languages such as Hebrew, Arabic, and Aramaic, spoken across the Middle East and parts of Africa.
  • C. South Semitic languages
    South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
  • D. 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.
  • E. Northwest Semitic
    Northwest Semitic is a branch of the Semitic language family that includes languages such as Hebrew, Aramaic, and Phoenician, historically spoken in the Levant.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf440bb88190a2450405afae7f1f completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2776d5e108190a4db748c98fc8316 completed March 12, 2026, 8:21 a.m.
NEDg Description generation batch_69b2780f0b8081908e0c1ac3580bda37 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27895b5ac81908496bd8ffd64b159 completed March 12, 2026, 8:25 a.m.
Created at: March 8, 2026, 3:09 p.m.