Triple

T3124487
Position Surface form Disambiguated ID Type / Status
Subject Lars Johanson E65263 entity
Predicate hasNotableWorkOn P21402 FINISHED
Object Turkic aspectology
Turkic aspectology is the field of linguistic study that examines how aspect—such as the distinction between completed and ongoing actions—is expressed in Turkic languages.
E328329 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: Turkic aspectology | Statement: [Lars Johanson, hasNotableWorkOn, Turkic aspectology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turkic aspectology
Context triple: [Lars Johanson, hasNotableWorkOn, Turkic aspectology]
  • A. Turkology
    Turkology is an academic field that focuses on the languages, history, culture, and literature of Turkic-speaking peoples.
  • B. Southeastern Turkic
    Southeastern Turkic is a major branch of the Turkic language family that includes languages such as Uyghur and Uzbek, primarily spoken in Central Asia.
  • C. Chagatai Turkic
    Chagatai Turkic is a historical Turkic literary language that served as a major cultural and administrative lingua franca in Central Asia, especially under Turkic-Mongol and Timurid rule.
  • D. Southwestern Turkic
    Southwestern Turkic is a major branch of the Turkic language family that includes languages such as Turkish, Azerbaijani, and Turkmen, primarily spoken across Anatolia, the Caucasus, and parts of Central and Western Asia.
  • E. Turkic languages
    The Turkic languages are a family of closely related languages spoken across a vast area from Eastern Europe and Anatolia through Central Asia to Siberia and Western China, including major languages such as Turkish, Azerbaijani, Uzbek, and Kazakh.
  • 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: Turkic aspectology
Triple: [Lars Johanson, hasNotableWorkOn, Turkic aspectology]
Generated description
Turkic aspectology is the field of linguistic study that examines how aspect—such as the distinction between completed and ongoing actions—is expressed in Turkic languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turkic aspectology
Target entity description: Turkic aspectology is the field of linguistic study that examines how aspect—such as the distinction between completed and ongoing actions—is expressed in Turkic languages.
  • A. Turkology
    Turkology is an academic field that focuses on the languages, history, culture, and literature of Turkic-speaking peoples.
  • B. Southeastern Turkic
    Southeastern Turkic is a major branch of the Turkic language family that includes languages such as Uyghur and Uzbek, primarily spoken in Central Asia.
  • C. Chagatai Turkic
    Chagatai Turkic is a historical Turkic literary language that served as a major cultural and administrative lingua franca in Central Asia, especially under Turkic-Mongol and Timurid rule.
  • D. Southwestern Turkic
    Southwestern Turkic is a major branch of the Turkic language family that includes languages such as Turkish, Azerbaijani, and Turkmen, primarily spoken across Anatolia, the Caucasus, and parts of Central and Western Asia.
  • E. Turkic languages
    The Turkic languages are a family of closely related languages spoken across a vast area from Eastern Europe and Anatolia through Central Asia to Siberia and Western China, including major languages such as Turkish, Azerbaijani, Uzbek, and Kazakh.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableWorkOn
Context triple: [Lars Johanson, hasNotableWorkOn, Turkic aspectology]
  • A. hasNotableWorkSetThere
    Indicates that a notable work (such as a book, film, or other creative piece) is set in or takes place within the referenced location.
  • B. hasNotableProject
    Indicates that an entity is associated with a project that is distinguished or recognized as significant in some way.
  • C. notableWorkPresented
    Indicates that a particular notable work was presented, exhibited, or showcased by an entity (such as a person or organization).
  • D. notableWorkPerformed
    Indicates that an entity has created, executed, or contributed significantly to a particular work that is recognized as notable or important.
  • E. hasNotableResearchOutput chosen
    Indicates that an entity is associated with significant, recognized, or influential research results or publications.
  • F. None of above.

Provenance (6 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52d856c8190a5d65b8a6452be21 completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f75fbf081909a2957b7277c3aae completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b20fbe1ef081909ef8c11fef96fcf9 completed March 12, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b2101960388190827cc3e64fdf293b completed March 12, 2026, 1 a.m.
PD Predicate disambiguation batch_69ad9df62e548190b053e1478deed467 completed March 8, 2026, 4:04 p.m.
Created at: March 8, 2026, 3:04 p.m.