Triple

T11114751
Position Surface form Disambiguated ID Type / Status
Subject Lionel Bender E262855 entity
Predicate publishedIn P309 FINISHED
Object Anthropological Linguistics
Anthropological Linguistics is an academic journal focusing on the study of language in its cultural and social contexts, particularly from an anthropological perspective.
 E905176 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: Anthropological Linguistics | Statement: [Lionel Bender, publishedIn, Anthropological Linguistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anthropological Linguistics
Context triple: [Lionel Bender, publishedIn, Anthropological Linguistics]
  • A. Journal of Linguistic Anthropology
    The Journal of Linguistic Anthropology is a peer-reviewed academic journal that publishes research on the intersection of language, culture, and society within the field of linguistic anthropology.
  • B. 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.
  • C. Boasian linguistics
    Boasian linguistics is a tradition in linguistic anthropology, founded by Franz Boas, that emphasizes detailed descriptive fieldwork, the study of indigenous languages in their cultural context, and the rejection of hierarchical or evolutionary rankings of languages.
  • D. Society for Linguistic Anthropology
    The Society for Linguistic Anthropology is a scholarly organization dedicated to the study of language as a cultural and social resource and practice within the broader field of anthropology.
  • E. Oceanic Linguistics
    Oceanic Linguistics is a scholarly journal specializing in the study and documentation of the languages of the Pacific region, including Austronesian and Papuan 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: Anthropological Linguistics
Triple: [Lionel Bender, publishedIn, Anthropological Linguistics]
Generated description
Anthropological Linguistics is an academic journal focusing on the study of language in its cultural and social contexts, particularly from an anthropological perspective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anthropological Linguistics
Target entity description: Anthropological Linguistics is an academic journal focusing on the study of language in its cultural and social contexts, particularly from an anthropological perspective.
  • A. Journal of Linguistic Anthropology
    The Journal of Linguistic Anthropology is a peer-reviewed academic journal that publishes research on the intersection of language, culture, and society within the field of linguistic anthropology.
  • B. 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.
  • C. Boasian linguistics
    Boasian linguistics is a tradition in linguistic anthropology, founded by Franz Boas, that emphasizes detailed descriptive fieldwork, the study of indigenous languages in their cultural context, and the rejection of hierarchical or evolutionary rankings of languages.
  • D. Society for Linguistic Anthropology
    The Society for Linguistic Anthropology is a scholarly organization dedicated to the study of language as a cultural and social resource and practice within the broader field of anthropology.
  • E. Oceanic Linguistics
    Oceanic Linguistics is a scholarly journal specializing in the study and documentation of the languages of the Pacific region, including Austronesian and Papuan languages.
  • F. None of above. chosen

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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79aa7254c8190abce35696ad2be03 completed April 9, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d7da99881908d38ea66c37dfb92 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42e67724481908bd9e73487a80d44 completed April 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69e4308103c48190b32ee3047d9a0860 completed April 19, 2026, 1:31 a.m.
Created at: April 8, 2026, 9:27 p.m.