Triple
T2233802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nilo-Saharan phylum |
E49230
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object |
Kalenjin languages
Kalenjin languages are a group of closely related Southern Nilotic languages spoken primarily by the Kalenjin people of Kenya and neighboring regions of East Africa.
|
E247407
|
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: Kalenjin languages | Statement: [Nilo-Saharan phylum, includesLanguage, Kalenjin languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalenjin languages Context triple: [Nilo-Saharan phylum, includesLanguage, Kalenjin languages]
-
A.
Karluk languages
Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Kayeli language
The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
- 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: Kalenjin languages Triple: [Nilo-Saharan phylum, includesLanguage, Kalenjin languages]
Generated description
Kalenjin languages are a group of closely related Southern Nilotic languages spoken primarily by the Kalenjin people of Kenya and neighboring regions of East Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kalenjin languages Target entity description: Kalenjin languages are a group of closely related Southern Nilotic languages spoken primarily by the Kalenjin people of Kenya and neighboring regions of East Africa.
-
A.
Karluk languages
Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Kayeli language
The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b020e308190a6d5a50a8e808aba |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b73bb688190bcade17d991c4862 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6be4431c81909c9b4ad82226215d |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.