Triple
T2014752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kipchak languages |
E43768
|
entity |
| Predicate | historicallySpokenBy |
P23402
|
FINISHED |
| Object |
Cuman people
The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
|
E226243
|
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: Cuman people | Statement: [Kipchak languages, historicallySpokenBy, Cuman people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cuman people Context triple: [Kipchak languages, historicallySpokenBy, Cuman people]
-
A.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
B.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
C.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
D.
Shompen people
The Shompen people are an indigenous, semi-nomadic tribe of the Nicobar Islands known for their distinct language, forest-based lifestyle, and relative isolation from outside influences.
-
E.
Saho people
The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
- 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: Cuman people Triple: [Kipchak languages, historicallySpokenBy, Cuman people]
Generated description
The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cuman people Target entity description: The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
-
A.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
B.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
C.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
D.
Shompen people
The Shompen people are an indigenous, semi-nomadic tribe of the Nicobar Islands known for their distinct language, forest-based lifestyle, and relative isolation from outside influences.
-
E.
Saho people
The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
- 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_69a88716e9f08190946313fdc949e3cf |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8b610a88190bc10fd7dda19da08 |
completed | March 7, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0aeca6388190befe0630d44de109 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0bb8b34c81908f817bb1fbcb1873 |
completed | March 8, 2026, 11:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c20aaf48190852334f9c76d0d18 |
completed | March 8, 2026, 11:54 p.m. |
Created at: March 4, 2026, 7:37 p.m.