Triple

T3804995
Position Surface form Disambiguated ID Type / Status
Subject Egyptian language family E91783 entity
Predicate hasStage P2393 FINISHED
Object Demotic Egyptian
Demotic Egyptian was a later, cursive written stage of the ancient Egyptian language used for everyday and administrative purposes from around the 7th century BCE to the 5th century CE.
E102009 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: Demotic Egyptian | Statement: [Egyptian language family, hasStage, Demotic Egyptian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demotic Egyptian
Context triple: [Egyptian language family, hasStage, Demotic Egyptian]
  • A. Demotic script
    Demotic script is an ancient Egyptian cursive writing system used for daily, administrative, and literary purposes during the later periods of Egyptian history, including the Ptolemaic era.
  • B. Middle Egyptian
    Middle Egyptian is the classical phase of the ancient Egyptian language, used as a literary and administrative standard and written primarily in hieroglyphic script.
  • C. Demotic Greek
    Demotic Greek is the modern vernacular form of the Greek language that evolved from everyday speech and became the basis of the standard Modern Greek used today.
  • D. Akhmimic Coptic
    Akhmimic Coptic is an early regional dialect of the Coptic language historically used around the town of Akhmim in Upper Egypt.
  • E. Meroitic script
    The Meroitic script is an ancient writing system used in the Kingdom of Kush to record the now largely undeciphered Meroitic language of Nubia.
  • 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: Demotic Egyptian
Triple: [Egyptian language family, hasStage, Demotic Egyptian]
Generated description
Demotic Egyptian was a later, cursive written stage of the ancient Egyptian language used for everyday and administrative purposes from around the 7th century BCE to the 5th century CE.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demotic Egyptian
Target entity description: Demotic Egyptian was a later, cursive written stage of the ancient Egyptian language used for everyday and administrative purposes from around the 7th century BCE to the 5th century CE.
  • A. Demotic script chosen
    Demotic script is an ancient Egyptian cursive writing system used for daily, administrative, and literary purposes during the later periods of Egyptian history, including the Ptolemaic era.
  • B. Middle Egyptian
    Middle Egyptian is the classical phase of the ancient Egyptian language, used as a literary and administrative standard and written primarily in hieroglyphic script.
  • C. Demotic Greek
    Demotic Greek is the modern vernacular form of the Greek language that evolved from everyday speech and became the basis of the standard Modern Greek used today.
  • D. Akhmimic Coptic
    Akhmimic Coptic is an early regional dialect of the Coptic language historically used around the town of Akhmim in Upper Egypt.
  • E. Meroitic script
    The Meroitic script is an ancient writing system used in the Kingdom of Kush to record the now largely undeciphered Meroitic language of Nubia.
  • F. None of above.

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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7bd95e881908649ce512f7470b0 completed March 9, 2026, 3:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c70a98081908e86293f7e684649 completed March 14, 2026, 8:29 a.m.
NEDg Description generation batch_69b51d51e52881908f798b12ee123d69 completed March 14, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_69b51dba68fc8190b02b0ca47f4f7803 completed March 14, 2026, 8:35 a.m.
Created at: March 9, 2026, 3:15 p.m.