Triple
T21332979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barngarla people |
E525959
|
entity |
| Predicate | languageRevivalSupportedBy |
P143757
|
FINISHED |
| Object | Ghil'ad Zuckermann |
—
|
NE NERFINISHED |
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: Ghil'ad Zuckermann | Statement: [Barngarla people, languageRevivalSupportedBy, Ghil'ad Zuckermann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghil'ad Zuckermann Context triple: [Barngarla people, languageRevivalSupportedBy, Ghil'ad Zuckermann]
-
A.
Uriel Feige
Uriel Feige is an Israeli computer scientist known for his influential work in computational complexity theory, approximation algorithms, and probabilistically checkable proofs.
-
B.
Osnat Shurer
Osnat Shurer is an Israeli-American film producer best known for her work on major Walt Disney Animation Studios features such as "Moana" and "Raya and the Last Dragon."
-
C.
Michael Shalev
Michael Shalev is an Israeli sociologist and academic known for his work on political economy, welfare states, and labor relations.
-
D.
Harel Weinstein
Harel Weinstein is an Israeli-American neuroscientist and biophysicist known for his work on membrane proteins and computational neuroscience.
-
E.
Asaf Eisenberg
Asaf Eisenberg is a film editor known for his work on major action movies, including the 2024 installment of the Bad Boys franchise, "Bad Boys: Ride or Die."
- 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: Ghil'ad Zuckermann Target entity description: Ghil'ad Zuckermann is an Israeli-born linguist and revivalist scholar known for his work on language reclamation, including leading efforts to revive the Barngarla Aboriginal language in Australia.
-
A.
Uriel Feige
Uriel Feige is an Israeli computer scientist known for his influential work in computational complexity theory, approximation algorithms, and probabilistically checkable proofs.
-
B.
Osnat Shurer
Osnat Shurer is an Israeli-American film producer best known for her work on major Walt Disney Animation Studios features such as "Moana" and "Raya and the Last Dragon."
-
C.
Michael Shalev
Michael Shalev is an Israeli sociologist and academic known for his work on political economy, welfare states, and labor relations.
-
D.
Harel Weinstein
Harel Weinstein is an Israeli-American neuroscientist and biophysicist known for his work on membrane proteins and computational neuroscience.
-
E.
Asaf Eisenberg
Asaf Eisenberg is a film editor known for his work on major action movies, including the 2024 installment of the Bad Boys franchise, "Bad Boys: Ride or Die."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageRevivalSupportedBy Context triple: [Barngarla people, languageRevivalSupportedBy, Ghil'ad Zuckermann]
-
A.
languageRevived
Indicates that a previously endangered or no-longer-spoken language has been brought back into active use within a community.
-
B.
languageRevivalMethod
Indicates the method or strategy used to revive or revitalize a language that is endangered, dormant, or no longer actively spoken.
-
C.
languageRevivalStart
Indicates the point in time when efforts to revive or revitalize a language begin.
-
D.
languageRevivalGoal
Indicates a goal or effort aimed at reviving, revitalizing, or restoring use of a language that is endangered, declining, or no longer actively spoken.
-
E.
hasLanguageRevitalizationEfforts
Indicates that there are organized actions or initiatives aimed at preserving, strengthening, or reviving the use of a particular language.
- F. None of above. chosen
Provenance (4 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_69e0b51b90788190a4dd823d962626da |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69ee5ba65c4081908b93d5dc6a937cb6 |
completed | April 26, 2026, 6:38 p.m. |
| PD | Predicate disambiguation | batch_69e6161feea4819091d13bb003363279 |
completed | April 20, 2026, 12:03 p.m. |
| PDg | Predicate description generation | batch_69e6190163448190a2404b396215c686 |
completed | April 20, 2026, 12:16 p.m. |
Created at: April 16, 2026, 4:42 p.m.