Triple
T23505418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wambule language |
E572267
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Umbule
Umbule is an alternative name for the Wambule language, a Kiranti language spoken by the Wambule people of eastern Nepal.
|
E1589122
|
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: Umbule | Statement: [Wambule language, hasAlternativeName, Umbule]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umbule Context triple: [Wambule language, hasAlternativeName, Umbule]
-
A.
Umluj
Umluj is a coastal town in northwestern Saudi Arabia on the Red Sea, known for its pristine beaches and islands that have earned it the nickname "the Maldives of Saudi Arabia."
-
B.
Ngumbi
Ngumbi is a Bantu language spoken along the central coast of Cameroon, closely related to and sometimes considered a variety of Kombe.
-
C.
Umlazi
Umlazi is a large township in the Durban area of South Africa, known as one of the country’s biggest urban settlements and a significant cultural and economic hub in KwaZulu-Natal.
-
D.
Umbakumba
Umbakumba is a small Indigenous community and settlement located on Groote Eylandt in the Gulf of Carpentaria, Northern Territory, Australia.
-
E.
Umtata
Umtata is the former name of Mthatha, a town in South Africa’s Eastern Cape that serves as a regional economic and administrative center.
- 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: Umbule Triple: [Wambule language, hasAlternativeName, Umbule]
Generated description
Umbule is an alternative name for the Wambule language, a Kiranti language spoken by the Wambule people of eastern Nepal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umbule Target entity description: Umbule is an alternative name for the Wambule language, a Kiranti language spoken by the Wambule people of eastern Nepal.
-
A.
Umluj
Umluj is a coastal town in northwestern Saudi Arabia on the Red Sea, known for its pristine beaches and islands that have earned it the nickname "the Maldives of Saudi Arabia."
-
B.
Ngumbi
Ngumbi is a Bantu language spoken along the central coast of Cameroon, closely related to and sometimes considered a variety of Kombe.
-
C.
Umlazi
Umlazi is a large township in the Durban area of South Africa, known as one of the country’s biggest urban settlements and a significant cultural and economic hub in KwaZulu-Natal.
-
D.
Umbakumba
Umbakumba is a small Indigenous community and settlement located on Groote Eylandt in the Gulf of Carpentaria, Northern Territory, Australia.
-
E.
Umtata
Umtata is the former name of Mthatha, a town in South Africa’s Eastern Cape that serves as a regional economic and administrative center.
- 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_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a8ff97c88190a67f787e1674619e |
completed | April 29, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c8277b97481909b1405fd7469b910 |
completed | May 19, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a0ca6f2d4288190b0b5fd46d2a387bf |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7f09af48190b7bfdae25d2f286b |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 6:07 p.m.