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.