Triple
T20299803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harakmbut |
E505447
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object | Harakmbut languages |
—
|
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: Harakmbut languages | Statement: [Harakmbut, languageFamily, Harakmbut languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harakmbut languages Context triple: [Harakmbut, languageFamily, Harakmbut languages]
-
A.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
B.
Malakula languages
The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
-
C.
Kayah languages
The Kayah languages are a group of closely related Sino-Tibetan languages spoken primarily by the Kayah (Karenni) people of eastern Myanmar and neighboring regions.
-
D.
Yaka languages
Yaka languages are a group of closely related Bantu languages spoken primarily in parts of Central Africa, especially in the Democratic Republic of the Congo and Angola.
-
E.
Jarawan languages
Jarawan languages are a small group of Bantoid (often considered Bantu-related) languages spoken primarily in parts of Nigeria and Cameroon.
- 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: Harakmbut languages Target entity description: Harakmbut languages are a small, indigenous language group spoken by the Harakmbut people of the Peruvian Amazon, known for their endangered status and uncertain external genetic affiliations.
-
A.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
B.
Malakula languages
The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
-
C.
Kayah languages
The Kayah languages are a group of closely related Sino-Tibetan languages spoken primarily by the Kayah (Karenni) people of eastern Myanmar and neighboring regions.
-
D.
Yaka languages
Yaka languages are a group of closely related Bantu languages spoken primarily in parts of Central Africa, especially in the Democratic Republic of the Congo and Angola.
-
E.
Jarawan languages
Jarawan languages are a small group of Bantoid (often considered Bantu-related) languages spoken primarily in parts of Nigeria and Cameroon.
- 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_69e0b4b8ab648190906e18538c250148 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6770b9484819090ffcb339f2a435a |
completed | April 20, 2026, 6:57 p.m. |
Created at: April 16, 2026, 11:16 a.m.