Triple

T21241603
Position Surface form Disambiguated ID Type / Status
Subject Natufian culture E523487 entity
Predicate precededBy P97 FINISHED
Object Kebaran culture
The Kebaran culture was an Epipaleolithic hunter-gatherer tradition of the Levant, notable for its microlithic stone tools and as a precursor to the more sedentary Natufian culture.
E1473365 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: Kebaran culture | Statement: [Natufian culture, precededBy, Kebaran culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kebaran culture
Context triple: [Natufian culture, precededBy, Kebaran culture]
  • A. Kotosh culture
    Kotosh culture was an early preceramic Andean civilization in present-day Peru, known for its distinctive ritual architecture and religious traditions centered at the Kotosh archaeological site.
  • B. Bayu culture
    Bayu culture is an ancient regional culture of southwestern China, centered around present-day Chongqing and the surrounding Sichuan Basin, known for its distinctive folk traditions, music, and historical heritage.
  • C. Punuk culture
    The Punuk culture was a prehistoric Inuit society of the Bering Strait region, known for its advanced sea-mammal hunting, distinctive art and ivory carvings, and as a key predecessor to the Thule culture.
  • D. Ballana culture
    The Ballana culture was an early medieval Nubian archaeological culture known from rich tumulus burials and material remains that illuminate the elite society of the Kingdom of Nobatia in Lower Nubia.
  • E. Potohari culture
    Potohari culture is the traditional regional culture of the Potohar Plateau in northern Pakistan, characterized by its distinct Punjabi dialect, folk music, customs, and rural heritage.
  • 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: Kebaran culture
Triple: [Natufian culture, precededBy, Kebaran culture]
Generated description
The Kebaran culture was an Epipaleolithic hunter-gatherer tradition of the Levant, notable for its microlithic stone tools and as a precursor to the more sedentary Natufian culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kebaran culture
Target entity description: The Kebaran culture was an Epipaleolithic hunter-gatherer tradition of the Levant, notable for its microlithic stone tools and as a precursor to the more sedentary Natufian culture.
  • A. Kotosh culture
    Kotosh culture was an early preceramic Andean civilization in present-day Peru, known for its distinctive ritual architecture and religious traditions centered at the Kotosh archaeological site.
  • B. Bayu culture
    Bayu culture is an ancient regional culture of southwestern China, centered around present-day Chongqing and the surrounding Sichuan Basin, known for its distinctive folk traditions, music, and historical heritage.
  • C. Punuk culture
    The Punuk culture was a prehistoric Inuit society of the Bering Strait region, known for its advanced sea-mammal hunting, distinctive art and ivory carvings, and as a key predecessor to the Thule culture.
  • D. Ballana culture
    The Ballana culture was an early medieval Nubian archaeological culture known from rich tumulus burials and material remains that illuminate the elite society of the Kingdom of Nobatia in Lower Nubia.
  • E. Potohari culture
    Potohari culture is the traditional regional culture of the Potohar Plateau in northern Pakistan, characterized by its distinct Punjabi dialect, folk music, customs, and rural heritage.
  • 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_69e0b513b89c81908b27147e91368db2 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7352453f88190b38de7b0108c683a completed April 21, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986f4c4e8819095e3b9f989f6bff4 completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a0987fa7c1c81909862c8ec403e19d8 completed May 17, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_6a09885d7178819093003533c7785dd8 completed May 17, 2026, 9:20 a.m.
Created at: April 16, 2026, 3:47 p.m.