Triple
T1406218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael H. Hart |
E31697
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Understanding Human History
Understanding Human History is a book by Michael H. Hart that presents a controversial, quantitative and evolutionary perspective on the development and future of human societies.
|
E161133
|
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: Understanding Human History | Statement: [Michael H. Hart, notableWork, Understanding Human History]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Understanding Human History Context triple: [Michael H. Hart, notableWork, Understanding Human History]
-
A.
Glimpses of World History
Glimpses of World History is a collection of letters written by Jawaharlal Nehru to his daughter Indira Gandhi, offering a sweeping narrative of global history from ancient times to the early 20th century.
-
B.
Living History
Living History is a memoir by Hillary Rodham Clinton recounting her early life, years as First Lady of the United States, and key political and personal experiences up to her 2000 Senate campaign.
-
C.
Ideas for the Philosophy of History of Humanity
Ideas for the Philosophy of History of Humanity is Johann Gottfried Herder’s influential multi-volume work that presents a humanistic, culturally pluralistic account of world history and the development of human societies.
-
D.
Primeval history
Primeval history is the term for the opening chapters of Genesis that narrate the creation of the world, early humanity, and events such as the Fall and the Flood.
-
E.
The Politics of History
The Politics of History is a critical work of historiography by Howard Zinn that challenges traditional narratives and argues for a politically engaged, socially conscious approach to writing and teaching history.
- 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: Understanding Human History Triple: [Michael H. Hart, notableWork, Understanding Human History]
Generated description
Understanding Human History is a book by Michael H. Hart that presents a controversial, quantitative and evolutionary perspective on the development and future of human societies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Understanding Human History Target entity description: Understanding Human History is a book by Michael H. Hart that presents a controversial, quantitative and evolutionary perspective on the development and future of human societies.
-
A.
Glimpses of World History
Glimpses of World History is a collection of letters written by Jawaharlal Nehru to his daughter Indira Gandhi, offering a sweeping narrative of global history from ancient times to the early 20th century.
-
B.
Living History
Living History is a memoir by Hillary Rodham Clinton recounting her early life, years as First Lady of the United States, and key political and personal experiences up to her 2000 Senate campaign.
-
C.
Ideas for the Philosophy of History of Humanity
Ideas for the Philosophy of History of Humanity is Johann Gottfried Herder’s influential multi-volume work that presents a humanistic, culturally pluralistic account of world history and the development of human societies.
-
D.
Primeval history
Primeval history is the term for the opening chapters of Genesis that narrate the creation of the world, early humanity, and events such as the Fall and the Flood.
-
E.
The Politics of History
The Politics of History is a critical work of historiography by Howard Zinn that challenges traditional narratives and argues for a politically engaged, socially conscious approach to writing and teaching history.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3be10348190ade8a73780d2c008 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace5770ea08190ac91b47a4ed5bf35 |
completed | March 8, 2026, 2:56 a.m. |
| NEDg | Description generation | batch_69ace62a94e88190883d25cdb748e8c1 |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace68ab3788190bc3b55dd9a0fe267 |
completed | March 8, 2026, 3:01 a.m. |
Created at: March 1, 2026, 7:59 p.m.