Triple
T23060569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Formosan |
E574286
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Papora-Hoanya languages
The Papora-Hoanya languages are an extinct pair of closely related Austronesian languages once spoken by indigenous communities in central western Taiwan.
|
E1588210
|
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: Papora-Hoanya languages | Statement: [Northern Formosan, hasMember, Papora-Hoanya languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papora-Hoanya languages Context triple: [Northern Formosan, hasMember, Papora-Hoanya languages]
-
A.
Berta–Shinasha languages
Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
C.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
-
D.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
E.
Panoan languages
The Panoan languages are a family of closely related indigenous languages spoken primarily in the western Amazon Basin of Peru, Brazil, and Bolivia.
- 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: Papora-Hoanya languages Triple: [Northern Formosan, hasMember, Papora-Hoanya languages]
Generated description
The Papora-Hoanya languages are an extinct pair of closely related Austronesian languages once spoken by indigenous communities in central western Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Papora-Hoanya languages Target entity description: The Papora-Hoanya languages are an extinct pair of closely related Austronesian languages once spoken by indigenous communities in central western Taiwan.
-
A.
Berta–Shinasha languages
Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
C.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
-
D.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
E.
Panoan languages
The Panoan languages are a family of closely related indigenous languages spoken primarily in the western Amazon Basin of Peru, Brazil, and Bolivia.
- 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_69e245ba7ae48190be606dbc54120e39 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1899f359081909e89e19db3833a3d |
completed | April 29, 2026, 4:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c822d73608190bce952f3768f8cb1 |
completed | May 19, 2026, 3:30 p.m. |
| NEDg | Description generation | batch_6a0ca6eda1f481908482f3a66d576c3c |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7c5176c81908221307bb50ff4ed |
completed | May 19, 2026, 6:11 p.m. |
Created at: April 17, 2026, 3:55 p.m.