Triple
T12934287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martine Robbeets |
E309463
|
entity |
| Predicate | hasWorkedOnLanguageFamily |
P107576
|
FINISHED |
| Object | Turkic languages |
E37102
|
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: Turkic languages | Statement: [Martine Robbeets, hasWorkedOnLanguageFamily, Turkic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkic languages Context triple: [Martine Robbeets, hasWorkedOnLanguageFamily, Turkic languages]
-
A.
Turkic languages
chosen
The Turkic languages are a family of closely related languages spoken across a vast area from Eastern Europe and Anatolia through Central Asia to Siberia and Western China, including major languages such as Turkish, Azerbaijani, Uzbek, and Kazakh.
-
B.
Kipchak languages
The Kipchak languages are a branch of the Turkic language family historically spoken by the Kipchak Turkic peoples across the Eurasian steppe, including groups such as the Crimean Tatars, Kazakhs, and Kyrgyz.
-
C.
Chagatai Turkic
Chagatai Turkic is a historical Turkic literary language that served as a major cultural and administrative lingua franca in Central Asia, especially under Turkic-Mongol and Timurid rule.
-
D.
Southwestern Turkic
Southwestern Turkic is a major branch of the Turkic language family that includes languages such as Turkish, Azerbaijani, and Turkmen, primarily spoken across Anatolia, the Caucasus, and parts of Central and Western Asia.
-
E.
Southeastern Turkic
Southeastern Turkic is a major branch of the Turkic language family that includes languages such as Uyghur and Uzbek, primarily spoken in Central Asia.
- 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: hasWorkedOnLanguageFamily Context triple: [Martine Robbeets, hasWorkedOnLanguageFamily, Turkic languages]
-
A.
hasWorkedInLanguage
Indicates that an entity has performed work or professional activities using a particular language.
-
B.
usesLanguageFamily
Indicates that an entity communicates or operates using a language that belongs to a specified language family.
-
C.
inLanguageFamily
Indicates that two languages belong to the same linguistic family or classification.
-
D.
usesWorkingLanguagesOf
Indicates that one entity employs or operates using the working languages associated with another entity.
-
E.
influencedLanguageFamily
Indicates that one language family has had a significant impact on the development, structure, or usage of another language 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e59a4c88190907d05b8d57dae89 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af6d16388190abc848ac67bf1fb9 |
completed | May 3, 2026, 2:14 a.m. |
| PD | Predicate disambiguation | batch_69d97db69f548190a1a693bc0d6c191a |
completed | April 10, 2026, 10:46 p.m. |
| PDg | Predicate description generation | batch_69d97e5811f481908178fac6d2e0efcd |
completed | April 10, 2026, 10:48 p.m. |
Created at: April 9, 2026, 5:42 p.m.