Triple

T13923380
Position Surface form Disambiguated ID Type / Status
Subject Copper Age E334799 entity
Predicate hasNotableCulture P3114 FINISHED
Object Beersheba culture
The Beersheba culture was a Late Chalcolithic archaeological culture of the northern Negev region, notable for its subterranean dwellings, advanced copper-working, and distinctive pottery.
E1069746 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: Beersheba culture | Statement: [Copper Age, hasNotableCulture, Beersheba culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beersheba culture
Context triple: [Copper Age, hasNotableCulture, Beersheba 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. 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.
  • C. Sabine culture
    Sabine culture refers to the ancient Italic people and their traditions, religion, and social practices that significantly influenced early Roman society.
  • D. 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.
  • E. 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.
  • 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: Beersheba culture
Triple: [Copper Age, hasNotableCulture, Beersheba culture]
Generated description
The Beersheba culture was a Late Chalcolithic archaeological culture of the northern Negev region, notable for its subterranean dwellings, advanced copper-working, and distinctive pottery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beersheba culture
Target entity description: The Beersheba culture was a Late Chalcolithic archaeological culture of the northern Negev region, notable for its subterranean dwellings, advanced copper-working, and distinctive pottery.
  • 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. 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.
  • C. Sabine culture
    Sabine culture refers to the ancient Italic people and their traditions, religion, and social practices that significantly influenced early Roman society.
  • D. 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.
  • E. 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.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2aa5c1f481908a9d8786872f08fe completed April 14, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce7ecb488190b96f67cad4b91968 completed May 3, 2026, 10:38 p.m.
NEDg Description generation batch_69f9fd5b82f48190b0b89ddca25883cc completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69f9fea0a9dc8190b5b65dfec9626949 completed May 5, 2026, 2:28 p.m.
Created at: April 9, 2026, 10:16 p.m.