Triple

T15475281
Position Surface form Disambiguated ID Type / Status
Subject Semitic peoples E376766 entity
Predicate demographicDistribution P94260 FINISHED
Object Middle East E2715 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: Middle East | Statement: [Semitic peoples, demographicDistribution, Middle East]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle East
Context triple: [Semitic peoples, demographicDistribution, Middle East]
  • A. Middle East chosen
    The Middle East is a transcontinental region centered on Western Asia and parts of North Africa, known for its strategic location, vast energy resources, and profound historical and cultural significance.
  • B. Middle East and North Africa
    The Middle East and North Africa is a transcontinental region spanning parts of Western Asia and North Africa, known for its shared historical, cultural, and linguistic ties, particularly through the Arab world and Islam.
  • C. Greater Middle East
    The Greater Middle East is a broad geopolitical region encompassing the traditional Middle East and adjacent areas of North Africa, Central and South Asia, often used in strategic and diplomatic contexts.
  • D. Middle East and Africa
    The Middle East and Africa is a vast and diverse region spanning parts of Western Asia and the African continent, known for its cultural richness, significant natural resources, and rapidly developing economies.
  • E. Western Asia
    Western Asia is a geographic region encompassing the westernmost part of the Asian continent, including countries of the Middle East and parts of the Eastern Mediterranean.
  • 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: demographicDistribution
Context triple: [Semitic peoples, demographicDistribution, Middle East]
  • A. demographics
    Indicates the relationship of providing or characterizing statistical information about a population’s attributes, such as age, gender, income, or education.
  • B. demographicsDescriptor
    Indicates a descriptive attribute or classification that characterizes the demographic properties of an entity or group.
  • C. demographicsIn chosen
    Indicates that demographic information is associated with or applies within a specified geographic or organizational area.
  • D. demographicBasis
    Indicates that something is determined, classified, or justified based on demographic characteristics such as age, gender, ethnicity, or similar population attributes.
  • E. demographicCharacteristic
    Indicates that one entity specifies or describes a demographic attribute or feature (such as age, gender, ethnicity, or similar population-related trait) of another entity.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f6e859481909c3d08343b7ad27c completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f2754648190bfd0bd15f20b40d2 completed May 9, 2026, 4:21 p.m.
PD Predicate disambiguation batch_69ded284bd008190b31c53b4f1cebadd completed April 14, 2026, 11:49 p.m.
Created at: April 10, 2026, 3:34 a.m.