Triple
T13367861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boa Sr |
E318986
|
entity |
| Predicate | lastFluentSpeakerOf |
P64080
|
FINISHED |
| Object | Bo language |
E318985
|
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: Bo language | Statement: [Boa Sr, lastFluentSpeakerOf, Bo language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bo language Context triple: [Boa Sr, lastFluentSpeakerOf, Bo language]
-
A.
Bo language
chosen
Bo language is an extinct Great Andamanese language once spoken by the Bo people of the Andaman Islands in India.
-
B.
Bru language
Bru language is a Mon–Khmer language spoken by the Bru people across parts of Laos, Vietnam, and Thailand.
-
C.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
D.
Busoa language
The Busoa language is an Austronesian language spoken by a small community in Southeast Sulawesi, Indonesia.
-
E.
Bel languages
Bel languages are a small group of closely related Austronesian languages spoken primarily along the north coast of Papua New Guinea.
- 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: lastFluentSpeakerOf Context triple: [Boa Sr, lastFluentSpeakerOf, Bo language]
-
A.
lastKnownSpeaker
Indicates the entity that was most recently identified or recorded as speaking in a given context or interaction.
-
B.
lastTraditionalNativeSpeakerOftenCitedAs
chosen
Indicates that the subject is widely regarded or referenced as the last traditional native speaker of the language or dialect in question.
-
C.
lastSpeakersAssociatedWith
Indicates a relationship where certain entities are identified as the most recent or final speakers associated with another entity, such as an event, session, or conversation.
-
D.
lastSpeakersLocatedIn
Indicates that the most recent speakers in a given context are situated or based in a specified location.
-
E.
endangeredLanguageSpeakerOf
Indicates that a person speaks a language that is classified as endangered.
- F. None of above.
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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadcd652d48190a782fd1f57f34b6a |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7397f098c8190a2062d8c1a74d28f |
completed | May 3, 2026, 12:03 p.m. |
| PD | Predicate disambiguation | batch_69d9a02c9abc8190b328e7bae747bfc5 |
completed | April 11, 2026, 1:13 a.m. |
Created at: April 9, 2026, 9:32 p.m.