Triple
T2441984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aboriginal languages |
E53296
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Gamilaraay language
The Gamilaraay language is an Australian Aboriginal language traditionally spoken by the Gamilaraay (Kamilaroi) people of northern New South Wales and southern Queensland, and is the focus of ongoing revitalization efforts.
|
E267384
|
NE FINISHED |
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: Gamilaraay language | Statement: [Aboriginal languages, includes, Gamilaraay language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gamilaraay language Context triple: [Aboriginal languages, includes, Gamilaraay language]
-
A.
Waigali language
The Waigali language is a Nuristani language spoken by the Waigal people in eastern Afghanistan.
-
B.
Kaimbulawa language
The Kaimbulawa language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, as part of the Muna–Buton subgroup.
-
C.
Esselen language
The Esselen language is an extinct and poorly documented Native American language once spoken by the Esselen people of coastal central California.
-
D.
Kapingamarangi language
The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
-
E.
Cabiyari language
The Cabiyari language is an indigenous Arawakan language spoken by the Cabiyari people of the northwestern Amazon region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gamilaraay language Triple: [Aboriginal languages, includes, Gamilaraay language]
Generated description
The Gamilaraay language is an Australian Aboriginal language traditionally spoken by the Gamilaraay (Kamilaroi) people of northern New South Wales and southern Queensland, and is the focus of ongoing revitalization efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gamilaraay language Target entity description: The Gamilaraay language is an Australian Aboriginal language traditionally spoken by the Gamilaraay (Kamilaroi) people of northern New South Wales and southern Queensland, and is the focus of ongoing revitalization efforts.
-
A.
Waigali language
The Waigali language is a Nuristani language spoken by the Waigal people in eastern Afghanistan.
-
B.
Kaimbulawa language
The Kaimbulawa language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, as part of the Muna–Buton subgroup.
-
C.
Esselen language
The Esselen language is an extinct and poorly documented Native American language once spoken by the Esselen people of coastal central California.
-
D.
Kapingamarangi language
The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
-
E.
Cabiyari language
The Cabiyari language is an indigenous Arawakan language spoken by the Cabiyari people of the northwestern Amazon region.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9f94e388190b6e49d4f7bbb6697 |
completed | March 7, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0b768f8819084fb74a3a2643cb8 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef5de0e4c8190af460b7e2fb2a5eb |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef68a6a18819097876fea0120103b |
completed | March 9, 2026, 4:34 p.m. |
Created at: March 6, 2026, 9:43 p.m.