Triple
T2101576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turkic languages |
E37102
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Karluk languages
Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
|
E237314
|
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: Karluk languages | Statement: [Turkic languages, hasBranch, Karluk languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karluk languages Context triple: [Turkic languages, hasBranch, Karluk languages]
-
A.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
-
B.
Wakashan languages
The Wakashan languages are an indigenous language family of the Pacific Northwest Coast of North America, traditionally spoken by several First Nations peoples in what is now British Columbia and northwestern Washington.
-
C.
Tungusic languages
Tungusic languages are a family of languages spoken in eastern Siberia, northeastern China, and parts of the Russian Far East, including languages such as Evenki and Manchu.
-
D.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
E.
Tongic languages
The Tongic languages are a small subgroup of Polynesian languages that includes Tongan and Niuean, spoken primarily in Tonga and Niue.
- 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: Karluk languages Triple: [Turkic languages, hasBranch, Karluk languages]
Generated description
Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karluk languages Target entity description: Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
-
A.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
-
B.
Wakashan languages
The Wakashan languages are an indigenous language family of the Pacific Northwest Coast of North America, traditionally spoken by several First Nations peoples in what is now British Columbia and northwestern Washington.
-
C.
Tungusic languages
Tungusic languages are a family of languages spoken in eastern Siberia, northeastern China, and parts of the Russian Far East, including languages such as Evenki and Manchu.
-
D.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
E.
Tongic languages
The Tongic languages are a small subgroup of Polynesian languages that includes Tongan and Niuean, spoken primarily in Tonga and Niue.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbabc83a8819091f786f21d33b5a6 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae518fb0b4819096a8ce455e22661a |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae523cdebc819088b94e67b5311527 |
completed | March 9, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae52c56c5c8190bbdd2af3dde63374 |
completed | March 9, 2026, 4:55 a.m. |
Created at: March 4, 2026, 7:43 p.m.