Triple
T14254556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medical Subject Headings |
E353351
|
entity |
| Predicate | hasTopLevelCategory |
P107049
|
FINISHED |
| Object |
Anthropology, Education, Sociology and Social Phenomena
Anthropology, Education, Sociology and Social Phenomena is a broad Medical Subject Headings (MeSH) category encompassing disciplines and topics that study human societies, cultures, social behavior, and educational processes.
|
E1089723
|
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: Anthropology, Education, Sociology and Social Phenomena | Statement: [Medical Subject Headings, hasTopLevelCategory, Anthropology, Education, Sociology and Social Phenomena]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anthropology, Education, Sociology and Social Phenomena Context triple: [Medical Subject Headings, hasTopLevelCategory, Anthropology, Education, Sociology and Social Phenomena]
-
A.
Anthropology & Education Quarterly
Anthropology & Education Quarterly is a peer-reviewed academic journal that publishes anthropological research on education, schooling, and learning in diverse cultural contexts.
-
B.
School of Sociology and Anthropology
The School of Sociology and Anthropology is an academic unit at Sun Yat-sen University dedicated to teaching and research in social structures, cultural practices, and human societies.
-
C.
Council on Anthropology and Education
The Council on Anthropology and Education is a professional section of the American Anthropological Association dedicated to advancing research and practice at the intersection of anthropology and education.
-
D.
Department of Sociology and Anthropology
The Department of Sociology and Anthropology at the National University of Singapore is an academic unit that conducts teaching and research on social structures, cultural practices, and human societies in both local and global contexts.
-
E.
Cultural Anthropology (journal)
Cultural Anthropology is a leading peer-reviewed academic journal that publishes innovative research and critical essays in the field of cultural anthropology.
- 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: Anthropology, Education, Sociology and Social Phenomena Triple: [Medical Subject Headings, hasTopLevelCategory, Anthropology, Education, Sociology and Social Phenomena]
Generated description
Anthropology, Education, Sociology and Social Phenomena is a broad Medical Subject Headings (MeSH) category encompassing disciplines and topics that study human societies, cultures, social behavior, and educational processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anthropology, Education, Sociology and Social Phenomena Target entity description: Anthropology, Education, Sociology and Social Phenomena is a broad Medical Subject Headings (MeSH) category encompassing disciplines and topics that study human societies, cultures, social behavior, and educational processes.
-
A.
Anthropology & Education Quarterly
Anthropology & Education Quarterly is a peer-reviewed academic journal that publishes anthropological research on education, schooling, and learning in diverse cultural contexts.
-
B.
School of Sociology and Anthropology
The School of Sociology and Anthropology is an academic unit at Sun Yat-sen University dedicated to teaching and research in social structures, cultural practices, and human societies.
-
C.
Council on Anthropology and Education
The Council on Anthropology and Education is a professional section of the American Anthropological Association dedicated to advancing research and practice at the intersection of anthropology and education.
-
D.
Department of Sociology and Anthropology
The Department of Sociology and Anthropology at the National University of Singapore is an academic unit that conducts teaching and research on social structures, cultural practices, and human societies in both local and global contexts.
-
E.
Cultural Anthropology (journal)
Cultural Anthropology is a leading peer-reviewed academic journal that publishes innovative research and critical essays in the field of cultural anthropology.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6297f38c819090d7c7fd8bfa2e9e |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325c98288190ba035fb5cc5bcf6b |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
Created at: April 10, 2026, 1:09 a.m.