Triple

T16605626
Position Surface form Disambiguated ID Type / Status
Subject Egyptian mathematics E403440 entity
Predicate studiedBy P1945 FINISHED
Object Ahmes scribe
Ahmes was an ancient Egyptian scribe best known for copying and preserving the Rhind Mathematical Papyrus, one of the primary sources on Egyptian mathematics.
 E1223391 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: Ahmes scribe | Statement: [Egyptian mathematics, studiedBy, Ahmes scribe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahmes scribe
Context triple: [Egyptian mathematics, studiedBy, Ahmes scribe]
  • A. Ptahhotep
    Ptahhotep was a high-ranking ancient Egyptian official and vizier of the Old Kingdom, best known for the wisdom text "The Maxims of Ptahhotep."
  • B. Seshat
    Seshat is the ancient Egyptian goddess of writing, wisdom, and record-keeping, often depicted with a seven-pointed emblem above her head.
  • C. Henry Westcar
    Henry Westcar was a 19th-century British collector and antiquarian best known for owning the ancient Egyptian manuscript now called the Westcar Papyrus.
  • D. Manetho
    Manetho was an ancient Egyptian priest and historian, best known for his Greek-language history of Egypt that organized the pharaohs into dynasties.
  • E. Imhotep
    Imhotep is a powerful resurrected ancient Egyptian high priest and primary antagonist in Universal's modern The Mummy film series.
  • 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: Ahmes scribe
Triple: [Egyptian mathematics, studiedBy, Ahmes scribe]
Generated description
Ahmes was an ancient Egyptian scribe best known for copying and preserving the Rhind Mathematical Papyrus, one of the primary sources on Egyptian mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahmes scribe
Target entity description: Ahmes was an ancient Egyptian scribe best known for copying and preserving the Rhind Mathematical Papyrus, one of the primary sources on Egyptian mathematics.
  • A. Ptahhotep
    Ptahhotep was a high-ranking ancient Egyptian official and vizier of the Old Kingdom, best known for the wisdom text "The Maxims of Ptahhotep."
  • B. Seshat
    Seshat is the ancient Egyptian goddess of writing, wisdom, and record-keeping, often depicted with a seven-pointed emblem above her head.
  • C. Henry Westcar
    Henry Westcar was a 19th-century British collector and antiquarian best known for owning the ancient Egyptian manuscript now called the Westcar Papyrus.
  • D. Manetho
    Manetho was an ancient Egyptian priest and historian, best known for his Greek-language history of Egypt that organized the pharaohs into dynasties.
  • E. Imhotep
    Imhotep is a powerful resurrected ancient Egyptian high priest and primary antagonist in Universal's modern The Mummy film series.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e36090cf388190b401c55230912104 completed April 18, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075a8a6248190a9e2bb469d821c66 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a007705f57881908b07a20ae8957c64 completed May 10, 2026, 12:16 p.m.
NED2 Entity disambiguation (via description) batch_6a007b18f0b08190a9ddc6ad7358d6b8 completed May 10, 2026, 12:33 p.m.
Created at: April 10, 2026, 5:17 a.m.