Triple
T742179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holocene |
E15266
|
entity |
| Predicate | containsEvent |
P6285
|
FINISHED |
| Object |
Neolithic Revolution
The Neolithic Revolution was the prehistoric transition during which human societies shifted from nomadic hunting and gathering to settled agriculture, leading to the rise of villages, population growth, and the foundations of complex civilizations.
|
E87431
|
NE FINISHED |
How this triple was built (5 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: Neolithic Revolution | Statement: [Holocene, containsEvent, Neolithic Revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neolithic Revolution Context triple: [Holocene, containsEvent, Neolithic Revolution]
-
A.
Agricultural Revolution in Britain
The Agricultural Revolution in Britain was a period of major changes in farming techniques, land use, and rural society that dramatically increased agricultural productivity and supported rapid population and industrial growth.
-
B.
Stone Age
The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
-
C.
Paleo-Indian period
The Paleo-Indian period is the earliest known phase of human habitation in the Americas, characterized by nomadic hunter-gatherer groups who used distinctive stone tools to hunt now-extinct megafauna.
-
D.
Bronze Age
The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
-
E.
Industrial Revolution
The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
- 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: Neolithic Revolution Triple: [Holocene, containsEvent, Neolithic Revolution]
Generated description
The Neolithic Revolution was the prehistoric transition during which human societies shifted from nomadic hunting and gathering to settled agriculture, leading to the rise of villages, population growth, and the foundations of complex civilizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neolithic Revolution Target entity description: The Neolithic Revolution was the prehistoric transition during which human societies shifted from nomadic hunting and gathering to settled agriculture, leading to the rise of villages, population growth, and the foundations of complex civilizations.
-
A.
Agricultural Revolution in Britain
The Agricultural Revolution in Britain was a period of major changes in farming techniques, land use, and rural society that dramatically increased agricultural productivity and supported rapid population and industrial growth.
-
B.
Stone Age
The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
-
C.
Paleo-Indian period
The Paleo-Indian period is the earliest known phase of human habitation in the Americas, characterized by nomadic hunter-gatherer groups who used distinctive stone tools to hunt now-extinct megafauna.
-
D.
Bronze Age
The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
-
E.
Industrial Revolution
The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsEvent Context triple: [Holocene, containsEvent, Neolithic Revolution]
-
A.
hasSubEvent
chosen
Indicates that an event is composed of, or includes as part of its structure, another event that occurs within it.
-
B.
hasEventType
Indicates that an event is associated with, or classified under, a specific type or category of event.
-
C.
coversEvent
Indicates that one event includes, spans, or encompasses the time period or occurrence of another event.
-
D.
containsSchedule
Indicates that one entity includes or holds a schedule associated with another entity or activity.
-
E.
includesElement
Indicates that one collection, set, or structure contains a specified element as a member or component.
- F. None of above.
Provenance (6 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_69a49358aa308190adbc9b5a0a2adcf9 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a60e286c81908787a41cf9b9f150 |
completed | March 1, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a64a63f9288190b86e4a75467acce0 |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64aef14c48190b947a4c3a7becc0f |
completed | March 3, 2026, 2:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64b80d5fc81909e69832457569064 |
completed | March 3, 2026, 2:46 a.m. |
| PD | Predicate disambiguation | batch_69a4a4fdaaf48190985f62acfc069508 |
completed | March 1, 2026, 8:43 p.m. |
Created at: March 1, 2026, 7:37 p.m.