Triple

T66681
Position Surface form Disambiguated ID Type / Status
Subject Arabic E1330 entity
Predicate subfamily P4180 FINISHED
Object 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.
E4742 NE FINISHED

How this triple was built (5 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: Central Semitic languages | Statement: [Arabic, subfamily, Central Semitic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Semitic languages
Context triple: [Arabic, subfamily, Central Semitic languages]
  • A. Indo-European language family
    The Indo-European language family is a major global language group that includes many of the world’s most widely spoken languages across Europe and large parts of Asia.
  • B. Romance languages
    Romance languages are a group of closely related languages, including Spanish, French, Italian, Portuguese, and Romanian, that evolved from Vulgar Latin spoken in the Roman Empire.
  • C. Judeo-Arabic
    Judeo-Arabic is a group of Arabic dialects historically spoken and written by Jewish communities, typically using the Hebrew script and incorporating Hebrew and Aramaic elements.
  • D. Tocharian languages
    The Tocharian languages were an extinct branch of the Indo-European family once spoken in the Tarim Basin of Central Asia, known from early medieval manuscripts and notable for their archaic linguistic features.
  • E. Italic languages
    Italic languages are a branch of the Indo-European language family that includes Latin and its descendants, such as the Romance languages.
  • 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: Central Semitic languages
Triple: [Arabic, subfamily, Central Semitic languages]
Generated description
Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Semitic languages
Target entity description: Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
  • A. Indo-European language family
    The Indo-European language family is a major global language group that includes many of the world’s most widely spoken languages across Europe and large parts of Asia.
  • B. Romance languages
    Romance languages are a group of closely related languages, including Spanish, French, Italian, Portuguese, and Romanian, that evolved from Vulgar Latin spoken in the Roman Empire.
  • C. Judeo-Arabic
    Judeo-Arabic is a group of Arabic dialects historically spoken and written by Jewish communities, typically using the Hebrew script and incorporating Hebrew and Aramaic elements.
  • D. Tocharian languages
    The Tocharian languages were an extinct branch of the Indo-European family once spoken in the Tarim Basin of Central Asia, known from early medieval manuscripts and notable for their archaic linguistic features.
  • E. Italic languages
    Italic languages are a branch of the Indo-European language family that includes Latin and its descendants, such as the Romance languages.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subfamily
Context triple: [Arabic, subfamily, Central Semitic languages]
  • A. subclassOf
    Indicates that one class is a more specific type of another class, inheriting its characteristics as a subset of it.
  • B. subtitle
    Indicates that one work serves as a secondary or explanatory title to another, typically appearing beneath the main title.
  • C. sibling
    Indicates that two entities share at least one parent, making them brothers or sisters to each other.
  • D. subordinateTo
    Indicates that one entity holds a lower rank, status, or authority and is subject to the control, direction, or oversight of another entity.
  • E. parentTaxon
    Indicates that one taxonomic group is the immediate higher-level (parent) taxon of another taxonomic group.
  • F. None of above. chosen

Provenance (7 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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a2509b5a088190bb9d2b650aeb8bca completed Feb. 28, 2026, 2:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2554da8848190a445b503d98769aa completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a255b409a081908871ed7fee07be29 completed Feb. 28, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69a256e8f7ec81909450c07bf7bafa0a completed Feb. 28, 2026, 2:46 a.m.
PD Predicate disambiguation batch_69a24ea749788190bc17865171ff909a completed Feb. 28, 2026, 2:10 a.m.
PDg Predicate description generation batch_69a2509a1c088190b4afa3045455709a completed Feb. 28, 2026, 2:19 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.