Triple
T4221481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Baccalaureate Middle Years Programme |
E94349
|
entity |
| Predicate | hasSubjectGroup |
P12263
|
FINISHED |
| Object |
Individuals and Societies
Individuals and Societies is an interdisciplinary subject group in the IB Middle Years Programme that explores human behavior, societies, cultures, and environments through disciplines like history, geography, economics, and civics.
|
E121360
|
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: Individuals and Societies | Statement: [International Baccalaureate Middle Years Programme, hasSubjectGroup, Individuals and Societies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Individuals and Societies Context triple: [International Baccalaureate Middle Years Programme, hasSubjectGroup, Individuals and Societies]
-
A.
History and Human Relations
"History and Human Relations" is a work of historiography by Herbert Butterfield that explores how historical understanding shapes human affairs, moral judgment, and international relations.
-
B.
City & Society
City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
-
C.
Humanities and Social Sciences
Humanities and Social Sciences is an academic division encompassing disciplines that study human culture, behavior, societies, and social relationships through qualitative and quantitative methods.
-
D.
The Development of Peoples
The Development of Peoples is an encyclical letter by Pope Paul VI that addresses global social justice, economic development, and the ethical responsibilities of wealthier nations toward poorer ones.
-
E.
Civilization
"Civilization" is an essay by Ralph Waldo Emerson that reflects on the nature, progress, and moral foundations of human societies.
- 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: Individuals and Societies Triple: [International Baccalaureate Middle Years Programme, hasSubjectGroup, Individuals and Societies]
Generated description
Individuals and Societies is an interdisciplinary subject group in the IB Middle Years Programme that explores human behavior, societies, cultures, and environments through disciplines like history, geography, economics, and civics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Individuals and Societies Target entity description: Individuals and Societies is an interdisciplinary subject group in the IB Middle Years Programme that explores human behavior, societies, cultures, and environments through disciplines like history, geography, economics, and civics.
-
A.
History and Human Relations
"History and Human Relations" is a work of historiography by Herbert Butterfield that explores how historical understanding shapes human affairs, moral judgment, and international relations.
-
B.
City & Society
City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
-
C.
Humanities and Social Sciences
chosen
Humanities and Social Sciences is an academic division encompassing disciplines that study human culture, behavior, societies, and social relationships through qualitative and quantitative methods.
-
D.
The Development of Peoples
The Development of Peoples is an encyclical letter by Pope Paul VI that addresses global social justice, economic development, and the ethical responsibilities of wealthier nations toward poorer ones.
-
E.
Civilization
"Civilization" is an essay by Ralph Waldo Emerson that reflects on the nature, progress, and moral foundations of human societies.
- 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34f7d20b48190a404638c68c31026 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5963ffacc8190843b60ea1b224f91 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b596b842648190a6f00c37e23e311f |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59769936081908c42c0006b6ad9c3 |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:04 p.m.