Triple

T2116025
Position Surface form Disambiguated ID Type / Status
Subject Predynastic Egypt E43811 entity
Predicate hasPart P35 FINISHED
Object 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.
E237078 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: Maadi culture | Statement: [Predynastic Egypt, hasPart, Maadi culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maadi culture
Context triple: [Predynastic Egypt, hasPart, Maadi 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. Idumaean
    Idumaean refers to a person from Idumea (Edom), a region south of Judea whose inhabitants were integrated into the Jewish state in the late Second Temple period and are historically associated with figures like Herod the Great.
  • C. Kura–Araxes culture
    The Kura–Araxes culture was an early Bronze Age archaeological culture of the South Caucasus and surrounding regions, notable for its distinctive red-black pottery, metallurgy, and settlement patterns.
  • D. Nuragic civilization
    The Nuragic civilization was a Bronze Age culture on the island of Sardinia, best known for its distinctive stone tower-fortresses called nuraghes and its complex, long-lasting prehistoric society.
  • E. Ñuu Savi civilization
    The Ñuu Savi civilization, better known as the Mixtec civilization, was a pre-Columbian Mesoamerican culture of southern Mexico renowned for its sophisticated city-states, intricate goldwork, and richly illustrated codices.
  • 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: Maadi culture
Triple: [Predynastic Egypt, hasPart, Maadi culture]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maadi culture
Target entity description: 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.
  • 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. Idumaean
    Idumaean refers to a person from Idumea (Edom), a region south of Judea whose inhabitants were integrated into the Jewish state in the late Second Temple period and are historically associated with figures like Herod the Great.
  • C. Kura–Araxes culture
    The Kura–Araxes culture was an early Bronze Age archaeological culture of the South Caucasus and surrounding regions, notable for its distinctive red-black pottery, metallurgy, and settlement patterns.
  • D. Nuragic civilization
    The Nuragic civilization was a Bronze Age culture on the island of Sardinia, best known for its distinctive stone tower-fortresses called nuraghes and its complex, long-lasting prehistoric society.
  • E. Ñuu Savi civilization
    The Ñuu Savi civilization, better known as the Mixtec civilization, was a pre-Columbian Mesoamerican culture of southern Mexico renowned for its sophisticated city-states, intricate goldwork, and richly illustrated codices.
  • 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_69a88717cfe48190b7ecdd68c824848a completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb2dfd3c81909b5e2996bc324301 completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5194abec8190aab8b7a9ef98da92 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae524946f881908452e7f414962e70 completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae529f2e508190b7483b70c9dbf9f9 completed March 9, 2026, 4:54 a.m.
Created at: March 4, 2026, 7:43 p.m.