Triple
T11458604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shabo people |
E271591
|
entity |
| Predicate | endangeredLanguageSpeakerOf |
P99674
|
FINISHED |
| Object | Shabo language |
E247404
|
NE FINISHED |
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: Shabo language | Statement: [Shabo people, endangeredLanguageSpeakerOf, Shabo language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shabo language Context triple: [Shabo people, endangeredLanguageSpeakerOf, Shabo language]
-
A.
Shabo language
chosen
Shabo language is a highly endangered and poorly documented language spoken by a small community in southwestern Ethiopia, often considered a linguistic isolate with uncertain genetic affiliation.
-
B.
Shekkacho language
The Shekkacho language is an Afroasiatic Omotic language spoken primarily by the Shekka people in the Sheka Zone of southwestern Ethiopia.
-
C.
Sabaot language
The Sabaot language is a Nilotic language spoken by the Sabaot people of western Kenya and eastern Uganda, closely associated with the Kalenjin language cluster.
-
D.
Shawiya language
The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
-
E.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: endangeredLanguageSpeakerOf Context triple: [Shabo people, endangeredLanguageSpeakerOf, Shabo language]
-
A.
endangeredLanguageProjectID
Indicates that there is an associated project identifier specifically for work or documentation related to an endangered language.
-
B.
lastNativeSpeakersDiedOut
Indicates that the final remaining native speakers of a language or dialect have died, resulting in the loss of native speech for that language.
-
C.
hasNativeSpeakers
Indicates that a language or dialect is spoken as a first language by one or more people or populations.
-
D.
includesEndangeredLanguages
Indicates that the subject contains, encompasses, or otherwise involves one or more languages classified as endangered.
-
E.
languageEndangermentStatus
Indicates the degree to which a language is at risk of falling out of use or becoming 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d822f2138081909408c7916cef99c9 |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6040733648190a10f9553b3ac87a7 |
completed | April 20, 2026, 10:46 a.m. |
| PD | Predicate disambiguation | batch_69d80867ff248190bb157fa9e355353b |
completed | April 9, 2026, 8:13 p.m. |
| PDg | Predicate description generation | batch_69d822ef46988190a1c360da4ee14fef |
completed | April 9, 2026, 10:06 p.m. |
Created at: April 8, 2026, 9:35 p.m.