Triple
T20072318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shi |
E499768
|
entity |
| Predicate | speaks |
P741
|
FINISHED |
| Object | Mashi language |
—
|
NE NERFINISHED |
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: Mashi language | Statement: [Shi, speaks, Mashi language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mashi language Context triple: [Shi, speaks, Mashi language]
-
A.
Masa language
The Masa language is a Central Chadic language spoken primarily in parts of Cameroon and Chad by the Masa people.
-
B.
Mawase language
The Mawase language is a Papuan language spoken in the Eastern Trans-Fly region of southern New Guinea.
-
C.
Miship language
The Miship language is a Chadic language spoken in central Nigeria, belonging to the Angas–Sura subgroup of the West Chadic branch of the Afroasiatic family.
-
D.
Lashi language
Lashi language is a Tibeto-Burman language spoken by the Lashi people, primarily in parts of Myanmar and China, and is closely related to Jingpho and other languages of the Bodo–Konyak–Jingpho branch.
-
E.
Mafa language
The Mafa language is a Chadic language spoken by the Mafa people primarily in northern Cameroon and parts of northeastern Nigeria.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mashi language Target entity description: The Mashi language is a Bantu language spoken by the Shi people in parts of Central and East Africa.
-
A.
Masa language
The Masa language is a Central Chadic language spoken primarily in parts of Cameroon and Chad by the Masa people.
-
B.
Mawase language
The Mawase language is a Papuan language spoken in the Eastern Trans-Fly region of southern New Guinea.
-
C.
Miship language
The Miship language is a Chadic language spoken in central Nigeria, belonging to the Angas–Sura subgroup of the West Chadic branch of the Afroasiatic family.
-
D.
Lashi language
Lashi language is a Tibeto-Burman language spoken by the Lashi people, primarily in parts of Myanmar and China, and is closely related to Jingpho and other languages of the Bodo–Konyak–Jingpho branch.
-
E.
Mafa language
The Mafa language is a Chadic language spoken by the Mafa people primarily in northern Cameroon and parts of northeastern Nigeria.
- F. None of above. chosen
Provenance (2 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_69da627770948190997f486f9a2e370f |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e664392c748190a6cc472f80b8c74b |
completed | April 20, 2026, 5:36 p.m. |
Created at: April 11, 2026, 3:40 p.m.