Triple
T1276168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptians |
E27216
|
entity |
| Predicate | ancientLanguageFamily |
P28302
|
FINISHED |
| Object | Afroasiatic languages |
E11738
|
NE FINISHED |
How this triple was built (3 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: Afroasiatic languages | Statement: [Egyptians, ancientLanguageFamily, Afroasiatic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afroasiatic languages Context triple: [Egyptians, ancientLanguageFamily, Afroasiatic languages]
-
A.
Afroasiatic languages
chosen
Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
-
B.
Semitic languages
Semitic languages are a branch of the Afroasiatic language family that includes historically and culturally significant languages such as Hebrew, Arabic, and Aramaic, spoken across the Middle East and parts of Africa.
-
C.
South Semitic languages
South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
-
D.
Central Semitic languages
Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
-
E.
Northwest Semitic
Northwest Semitic is a branch of the Semitic language family that includes languages such as Hebrew, Aramaic, and Phoenician, historically spoken in the Levant.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ancientLanguageFamily Context triple: [Egyptians, ancientLanguageFamily, Afroasiatic languages]
-
A.
languageFamilyBranchOf
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
-
B.
influencedLanguageFamily
Indicates that one language family has had a significant impact on the development, structure, or usage of another language family.
-
C.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
D.
ancientLanguages
Indicates that the related entities are languages that originated in and were used during ancient historical periods.
-
E.
languageOfFamily
Indicates the language or languages commonly used or associated with a particular family.
- 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_69a496d3710c8190955dee8bc0dacb50 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c31602b8819087a57e8d390cae7a |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf1fa1148190a8a8a5b3e34946f0 |
completed | March 8, 2026, 12:13 a.m. |
| PD | Predicate disambiguation | batch_69a4bee0be808190a8ccac6a41851fdd |
completed | March 1, 2026, 10:34 p.m. |
| PDg | Predicate description generation | batch_69a4c31400c08190a07ccb736df3bf54 |
completed | March 1, 2026, 10:52 p.m. |
Created at: March 1, 2026, 7:50 p.m.