Triple
T10127311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karakalpak language |
E226246
|
entity |
| Predicate | languageFamilyAncestor |
P30710
|
FINISHED |
| Object | Proto-Turkic language |
E96950
|
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: Proto-Turkic language | Statement: [Karakalpak language, languageFamilyAncestor, Proto-Turkic language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proto-Turkic language Context triple: [Karakalpak language, languageFamilyAncestor, Proto-Turkic language]
-
A.
Proto-Turkic
chosen
Proto-Turkic is the reconstructed common ancestor language of all Turkic languages, from which branches like Southwestern Turkic later evolved.
-
B.
Proto-Mongolic language
Proto-Mongolic language is the reconstructed common ancestor of the Mongolic language family, hypothesized through comparative linguistic methods.
-
C.
Proto-Ugric language
Proto-Ugric language is a hypothesized prehistoric ancestor of the Ugric branch of the Uralic language family, reconstructed through comparative linguistic methods.
-
D.
Oghuz Turkic language
Oghuz Turkic language is a major branch of the Turkic language family that includes modern languages such as Turkish, Azerbaijani, and Turkmen.
-
E.
Proto-Uralic language
Proto-Uralic language is the reconstructed common ancestor of the Uralic language family, from which languages like Finnish, Hungarian, and Estonian are believed to have descended.
- 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: languageFamilyAncestor Context triple: [Karakalpak language, languageFamilyAncestor, Proto-Turkic language]
-
A.
languageFamilyBranchOf
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
-
B.
languageFamilyAssociated
Indicates that there is an association or connection between a language and a particular language family.
-
C.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
D.
inLanguageFamily
Indicates that two languages belong to the same linguistic family or classification.
-
E.
derivedFromLanguageFamily
chosen
Indicates that one language originates from, or historically descends from, a particular language family.
- F. None of above.
Provenance (4 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_69ca843057b48190a86730167f5d6b98 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd2eef7388190b95ffd02814f2d1f |
completed | April 2, 2026, 2:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc69a5c88190ab7b108e1aab20ba |
completed | April 5, 2026, 8:56 p.m. |
| PD | Predicate disambiguation | batch_69cd4ba1d360819087698d04a53cc87e |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 9:05 p.m.