Triple
T22303074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sumatran languages |
E551304
|
entity |
| Predicate | includeLanguage |
P2177
|
FINISHED |
| Object |
Lubu
Lubu is a lesser-known Austronesian language spoken by the Lubu people in parts of Sumatra, Indonesia.
|
E1529583
|
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: Lubu | Statement: [Sumatran languages, includeLanguage, Lubu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lubu Context triple: [Sumatran languages, includeLanguage, Lubu]
-
A.
Lumbu
Lumbu is a Bantu ethnic group and language of Central Africa, primarily found in Gabon and the Republic of the Congo, culturally and linguistically related to neighboring Punu people.
-
B.
Bhalubang
Bhalubang is a town in southwestern Nepal that serves as the administrative center of Lumbini Province.
-
C.
Lobnya
Lobnya is a town in Moscow Oblast, Russia, located north of Moscow and functioning as a suburban commuter hub within the Moscow metropolitan area.
-
D.
Kasulu
Kasulu is a town in western Tanzania that serves as one of the main urban and commercial centers of the Kigoma Region.
-
E.
Lobatse
Lobatse is a town in southeastern Botswana known as an early administrative and industrial center, located south of Gaborone near the South African border.
- 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: Lubu Triple: [Sumatran languages, includeLanguage, Lubu]
Generated description
Lubu is a lesser-known Austronesian language spoken by the Lubu people in parts of Sumatra, Indonesia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lubu Target entity description: Lubu is a lesser-known Austronesian language spoken by the Lubu people in parts of Sumatra, Indonesia.
-
A.
Lumbu
Lumbu is a Bantu ethnic group and language of Central Africa, primarily found in Gabon and the Republic of the Congo, culturally and linguistically related to neighboring Punu people.
-
B.
Bhalubang
Bhalubang is a town in southwestern Nepal that serves as the administrative center of Lumbini Province.
-
C.
Lobnya
Lobnya is a town in Moscow Oblast, Russia, located north of Moscow and functioning as a suburban commuter hub within the Moscow metropolitan area.
-
D.
Kasulu
Kasulu is a town in western Tanzania that serves as one of the main urban and commercial centers of the Kigoma Region.
-
E.
Lobatse
Lobatse is a town in southeastern Botswana known as an early administrative and industrial center, located south of Gaborone near the South African border.
- 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_69e11e46c0188190800181a4233f28fe |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1572517588190bef6f8bfb76afb19 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc9cd4508190825732ffc8b9fa84 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0acd8b04d88190a545cec751e4a635 |
completed | May 18, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ace5e9b948190bd4fb7092e6fb62e |
completed | May 18, 2026, 8:31 a.m. |
Created at: April 16, 2026, 8:41 p.m.