Triple
T17195592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Misumalpan |
E417342
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Ulwa language
The Ulwa language is an indigenous Misumalpan language spoken by the Ulwa people of eastern Nicaragua, known for its complex verb morphology and endangered status.
|
E1255200
|
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: Ulwa language | Statement: [Misumalpan, hasMember, Ulwa language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulwa language Context triple: [Misumalpan, hasMember, Ulwa language]
-
A.
Awabakal language
Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
-
B.
Wunambal language
Wunambal language is an Aboriginal Australian language traditionally spoken by the Wunambal people of the Kimberley region in Western Australia.
-
C.
Yuwaalaraay language
The Yuwaalaraay language is an Australian Aboriginal language of the Pama–Nyungan family traditionally spoken in northern New South Wales, closely associated with the Yuwaalaraay people and their culture.
-
D.
Miriwoong language
The Miriwoong language is an Indigenous Australian Aboriginal language traditionally spoken by the Miriwoong people of the East Kimberley region in Western Australia.
-
E.
Dunghutti language
The Dunghutti language is an Australian Aboriginal language traditionally spoken by the Dunghutti people of northeastern New South Wales.
- 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: Ulwa language Triple: [Misumalpan, hasMember, Ulwa language]
Generated description
The Ulwa language is an indigenous Misumalpan language spoken by the Ulwa people of eastern Nicaragua, known for its complex verb morphology and endangered status.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulwa language Target entity description: The Ulwa language is an indigenous Misumalpan language spoken by the Ulwa people of eastern Nicaragua, known for its complex verb morphology and endangered status.
-
A.
Awabakal language
Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
-
B.
Wunambal language
Wunambal language is an Aboriginal Australian language traditionally spoken by the Wunambal people of the Kimberley region in Western Australia.
-
C.
Yuwaalaraay language
The Yuwaalaraay language is an Australian Aboriginal language of the Pama–Nyungan family traditionally spoken in northern New South Wales, closely associated with the Yuwaalaraay people and their culture.
-
D.
Miriwoong language
The Miriwoong language is an Indigenous Australian Aboriginal language traditionally spoken by the Miriwoong people of the East Kimberley region in Western Australia.
-
E.
Dunghutti language
The Dunghutti language is an Australian Aboriginal language traditionally spoken by the Dunghutti people of northeastern New South Wales.
- 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_69d886d6ba8c819093215917b3d01689 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42da9e6208190b5c4e5925e840217 |
completed | April 19, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fd5f834819080ad2a2ffdc017b6 |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a0160ce18e88190af8e3a7dfc17536a |
completed | May 11, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016146ce14819091e3459d25ca19aa |
completed | May 11, 2026, 4:55 a.m. |
Created at: April 10, 2026, 5:38 a.m.