Triple
T5474564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tell es-Sultan |
E122917
|
entity |
| Predicate | earliestOccupation |
P28739
|
FINISHED |
| Object |
Natufian culture
The Natufian culture was a Late Epipaleolithic Near Eastern society known for its semi-sedentary hunter-gatherer communities that prefigured the development of agriculture and the first permanent villages.
|
E523487
|
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: Natufian culture | Statement: [Tell es-Sultan, earliestOccupation, Natufian culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natufian culture Context triple: [Tell es-Sultan, earliestOccupation, Natufian culture]
-
A.
Badarian culture
Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
-
B.
Maadi culture
The Maadi culture was a late Predynastic Egyptian archaeological culture centered near modern Cairo, notable for its early trade links with the Levant and its role in the development of complex society in Lower Egypt.
-
C.
Azilian culture
The Azilian culture was a Late Upper Paleolithic to Early Mesolithic archaeological culture in Western Europe, characterized by microlithic stone tools, painted pebbles, and a hunter-gatherer lifestyle following the Magdalenian period.
-
D.
Gravettian
Gravettian is an Upper Paleolithic archaeological culture in Europe, known for its distinctive stone tools, cave art, and Venus figurines dating roughly from 33,000 to 21,000 years ago.
-
E.
Magdalenian
Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
- 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: Natufian culture Triple: [Tell es-Sultan, earliestOccupation, Natufian culture]
Generated description
The Natufian culture was a Late Epipaleolithic Near Eastern society known for its semi-sedentary hunter-gatherer communities that prefigured the development of agriculture and the first permanent villages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natufian culture Target entity description: The Natufian culture was a Late Epipaleolithic Near Eastern society known for its semi-sedentary hunter-gatherer communities that prefigured the development of agriculture and the first permanent villages.
-
A.
Badarian culture
Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
-
B.
Maadi culture
The Maadi culture was a late Predynastic Egyptian archaeological culture centered near modern Cairo, notable for its early trade links with the Levant and its role in the development of complex society in Lower Egypt.
-
C.
Azilian culture
The Azilian culture was a Late Upper Paleolithic to Early Mesolithic archaeological culture in Western Europe, characterized by microlithic stone tools, painted pebbles, and a hunter-gatherer lifestyle following the Magdalenian period.
-
D.
Gravettian
Gravettian is an Upper Paleolithic archaeological culture in Europe, known for its distinctive stone tools, cave art, and Venus figurines dating roughly from 33,000 to 21,000 years ago.
-
E.
Magdalenian
Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
- 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd9232ded08190b4142e604319b2ba |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf489a8f9881908aec81e59ed1e3e4 |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf49a2071c8190bc1abc380db9383a |
completed | March 22, 2026, 1:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4a1033f88190a609613635de9d6c |
completed | March 22, 2026, 1:46 a.m. |
Created at: March 20, 2026, 2:09 p.m.