Triple
T9718859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Merimde Beni Salama |
E235409
|
entity |
| Predicate | relatedCulture |
P1439
|
FINISHED |
| Object | Fayum Neolithic |
E244127
|
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: Fayum Neolithic | Statement: [Merimde Beni Salama, relatedCulture, Fayum Neolithic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fayum Neolithic Context triple: [Merimde Beni Salama, relatedCulture, Fayum Neolithic]
-
A.
Faiyum Neolithic culture
chosen
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.
-
B.
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.
-
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.
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.
-
E.
Pre-Pottery Neolithic
The Pre-Pottery Neolithic was an early Neolithic cultural phase in the Near East marked by the emergence of settled farming communities, monumental architecture, and sophisticated stone tool industries before the widespread use of pottery.
- 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_69ca84d0123c819096f9dc3b6abb0881 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e4022c4819097455f14dd9b1a77 |
completed | April 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1afa6d0d08190a8008b675c9aabb1 |
completed | April 5, 2026, 12:41 a.m. |
Created at: March 30, 2026, 8:20 p.m.