Triple
T12103638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A-Group |
E288247
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Early Nubian Neolithic cultures |
E288246
|
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: Early Nubian Neolithic cultures | Statement: [A-Group, precededBy, Early Nubian Neolithic cultures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Early Nubian Neolithic cultures Context triple: [A-Group, precededBy, Early Nubian Neolithic cultures]
-
A.
Nubian A-Group culture
chosen
The Nubian A-Group culture was an early Bronze Age civilization in Lower Nubia, noted for its distinctive pottery, elaborate tombs, and long-distance trade connections with predynastic Egypt.
-
B.
Faiyum Neolithic culture
The Faiyum Neolithic culture was an early agricultural and pastoral community in the Faiyum Oasis of Egypt, notable for some of the earliest evidence of farming, storage pits, and pottery in the Nile Valley.
-
C.
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.
-
D.
Gerzean culture
Gerzean culture refers to the Naqada II phase of Predynastic Egypt, marked by advances in social complexity, long-distance trade, and distinctive pottery and art that paved the way for the formation of the early Egyptian state.
-
E.
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.
- 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_69d6ab4a5c448190a110d1273314b21a |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915568b9881909fc9edacefb86409 |
completed | April 10, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f677039481908f14fa12b9b86910 |
completed | May 2, 2026, 1:04 p.m. |
Created at: April 8, 2026, 9:48 p.m.