Triple
T2403352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Sudanic languages |
E50218
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Sara languages
Sara languages are a group of closely related Central Sudanic languages spoken primarily in southern Chad and neighboring regions.
|
E262315
|
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: Sara languages | Statement: [Central Sudanic languages, hasPart, Sara languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sara languages Context triple: [Central Sudanic languages, hasPart, Sara languages]
-
A.
Sabine language
The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
-
B.
Savara language
The Savara language is an Austroasiatic language spoken by the Sora (Savara) tribal communities in parts of eastern India, particularly in Odisha and Andhra Pradesh.
-
C.
Saka languages
The Saka languages are an extinct group of Eastern Iranian languages once spoken by the Saka (Scythian) peoples of Central Asia, including varieties such as Khotanese and Tumshuqese.
-
D.
Sangisari language
The Sangisari language is an endangered Northwestern Iranian language spoken by a small community in northern Iran, notable for its distinct phonology and conservative grammatical features.
-
E.
Semai language
The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
- 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: Sara languages Triple: [Central Sudanic languages, hasPart, Sara languages]
Generated description
Sara languages are a group of closely related Central Sudanic languages spoken primarily in southern Chad and neighboring regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sara languages Target entity description: Sara languages are a group of closely related Central Sudanic languages spoken primarily in southern Chad and neighboring regions.
-
A.
Sabine language
The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
-
B.
Savara language
The Savara language is an Austroasiatic language spoken by the Sora (Savara) tribal communities in parts of eastern India, particularly in Odisha and Andhra Pradesh.
-
C.
Saka languages
The Saka languages are an extinct group of Eastern Iranian languages once spoken by the Saka (Scythian) peoples of Central Asia, including varieties such as Khotanese and Tumshuqese.
-
D.
Sangisari language
The Sangisari language is an endangered Northwestern Iranian language spoken by a small community in northern Iran, notable for its distinct phonology and conservative grammatical features.
-
E.
Semai language
The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
- 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc8f8aa2881909192920ee394f0b3 |
completed | March 7, 2026, 6:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3e554c08190b5268c41ab34f4d9 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb4a5e9c481908426fe51343a1342 |
completed | March 9, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb52bec1881909c589aea2af3684c |
completed | March 9, 2026, 11:55 a.m. |
Created at: March 4, 2026, 7:58 p.m.