Triple

T546429
Position Surface form Disambiguated ID Type / Status
Subject Semitic languages E12741 entity
Predicate hasParentFamily P4276 FINISHED
Object Afroasiatic languages E11738 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: Afroasiatic languages | Statement: [Semitic languages, hasParentFamily, Afroasiatic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afroasiatic languages
Context triple: [Semitic languages, hasParentFamily, Afroasiatic languages]
  • A. Afroasiatic languages chosen
    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. 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. 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.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasParentFamily
Context triple: [Semitic languages, hasParentFamily, Afroasiatic languages]
  • A. containsFamily
    Indicates that one entity includes or encompasses members of a particular family group within it.
  • B. belongsToFamily chosen
    Indicates that an entity is a member of, or is associated as part of, a specific family group.
  • C. hasParentHouse
    Indicates that an entity is associated with or belongs to a specific parent house within a hierarchical or familial structure.
  • D. hasFamilialTieTo
    Indicates a relationship where two entities are connected by family bonds, such as by blood, marriage, or adoption.
  • E. hasFamilyBackgroundIn
    Indicates that an entity comes from, or is associated with, a particular familial or ancestral background.
  • F. None of above.

Provenance (4 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498e150e88190b35b1bc7a376ca07 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed331fa481909bd9c633ac952585 completed March 2, 2026, 1:51 a.m.
PD Predicate disambiguation batch_69a494b957988190bc269e372df2f0b2 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.