Triple

T11721145
Position Surface form Disambiguated ID Type / Status
Subject Takic branch E278631 entity
Predicate fieldOfStudy P3 FINISHED
Object historical linguistics
Historical linguistics is the branch of linguistics that studies how languages change over time and reconstructs their earlier stages and relationships.
E718282 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: historical linguistics | Statement: [Takic branch, fieldOfStudy, historical linguistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: historical linguistics
Context triple: [Takic branch, fieldOfStudy, historical linguistics]
  • A. “Historical Linguistics”
    “Historical Linguistics” is a foundational work by Paul Kiparsky that explores how and why languages change over time, integrating phonological theory with the study of language history.
  • B. Historical Linguistics: An Introduction
    Historical Linguistics: An Introduction is a widely used textbook by Lyle Campbell that provides a comprehensive overview of methods and theories for studying language change over time.
  • C. Romance linguistics
    Romance linguistics is the branch of linguistics that studies the Romance languages—such as French, Spanish, Italian, Portuguese, and Romanian—their history, structure, and development from Latin.
  • D. Germanic philology
    Germanic philology is the historical and linguistic study of the Germanic languages and their literatures, including their origins, development, and textual traditions.
  • E. Indo-European phonology
    Indo-European phonology is the branch of linguistics that reconstructs and analyzes the sound systems and sound changes of the Proto-Indo-European language and its descendant 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: historical linguistics
Triple: [Takic branch, fieldOfStudy, historical linguistics]
Generated description
Historical linguistics is the branch of linguistics that studies how languages change over time and reconstructs their earlier stages and relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: historical linguistics
Target entity description: Historical linguistics is the branch of linguistics that studies how languages change over time and reconstructs their earlier stages and relationships.
  • A. “Historical Linguistics”
    “Historical Linguistics” is a foundational work by Paul Kiparsky that explores how and why languages change over time, integrating phonological theory with the study of language history.
  • B. Historical Linguistics: An Introduction chosen
    Historical Linguistics: An Introduction is a widely used textbook by Lyle Campbell that provides a comprehensive overview of methods and theories for studying language change over time.
  • C. Romance linguistics
    Romance linguistics is the branch of linguistics that studies the Romance languages—such as French, Spanish, Italian, Portuguese, and Romanian—their history, structure, and development from Latin.
  • D. Germanic philology
    Germanic philology is the historical and linguistic study of the Germanic languages and their literatures, including their origins, development, and textual traditions.
  • E. Indo-European phonology
    Indo-European phonology is the branch of linguistics that reconstructs and analyzes the sound systems and sound changes of the Proto-Indo-European language and its descendant languages.
  • F. None of above.

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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4c373088190bc2ae77a1696d280 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83c8ac2c8190b3bba7db42734f3a completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b13be881908102ffa867f96c22 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51113708190998b570c33b9d0e7 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:40 p.m.