Triple
T12456719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fertile Crescent |
E297678
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Neolithic Revolution |
E87431
|
NE FINISHED |
How this triple was built (2 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: [Fertile Crescent, associatedWith, Neolithic Revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neolithic Revolution Context triple: [Fertile Crescent, associatedWith, Neolithic Revolution]
-
A.
Neolithic Revolution
chosen
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.
-
B.
Neolithic period
The Neolithic period was a prehistoric era marked by the development of agriculture, permanent settlements, and polished stone tools, laying the foundations for early human civilizations.
-
C.
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.
-
D.
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.
-
E.
Pastoral period
The Pastoral period is a phase of Saharan prehistory marked by rock art depicting domesticated cattle and herding communities, reflecting a time when the region supported pastoralist societies in a greener climate.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada270808190b1a2b2e7b02bb426 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94da2a3cc81908de5a85257627fe2 |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1b0a3081909cf22970586755e9 |
completed | May 2, 2026, 6:14 p.m. |
Created at: April 8, 2026, 9:56 p.m.