Triple
T7841339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marau language |
E181809
|
entity |
| Predicate | isSpokenBy |
P2181
|
FINISHED |
| Object | Marau people |
E691596
|
NE FINISHED |
How this triple was built (2 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: Marau people | Statement: [Marau language, isSpokenBy, Marau people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marau people Context triple: [Marau language, isSpokenBy, Marau people]
-
A.
Munduruku people
The Munduruku people are an Indigenous group of the Brazilian Amazon known for their rich cultural traditions, historical warrior reputation, and ongoing struggles to defend their territories and rivers from environmental threats.
-
B.
Taita people
The Taita people are a Bantu-speaking ethnic community of southeastern Kenya known for their distinct language, terraced agriculture in the Taita Hills, and rich cultural traditions.
-
C.
Bisio people
The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
-
D.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
E.
Blanga people
chosen
The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c6cbe48190b73df491de1004c3 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeaaf9ea0819091bd0981068e5a72 |
completed | April 3, 2026, 4:28 p.m. |
Created at: March 30, 2026, 4:47 p.m.