Triple
T13957888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chimbu people |
E335713
|
entity |
| Predicate | speak |
P741
|
FINISHED |
| Object |
Golin language
The Golin language is a Papuan language spoken by the Chimbu people of Papua New Guinea’s highlands region.
|
E1071362
|
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: Golin language | Statement: [Chimbu people, speak, Golin language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Golin language Context triple: [Chimbu people, speak, Golin language]
-
A.
Galoli language
The Galoli language is an Austronesian language spoken primarily in East Timor, notable for its role in local communication and cultural identity.
-
B.
Godoberi language
The Godoberi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by the Godoberi people in the Republic of Dagestan, Russia.
-
C.
Ahirani language
Ahirani language is an Indo-Aryan language spoken primarily in the Khandesh region of Maharashtra, India, known for its close relation to Marathi and distinct regional dialectal features.
-
D.
Vogul language
Vogul language is an Uralic language of the Ob-Ugric branch spoken by the Mansi people in western Siberia.
-
E.
Gworam language
The Gworam language is a Plateau language of central Nigeria spoken by the Gworam people and closely related to other Angas–Sura varieties.
- 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: Golin language Triple: [Chimbu people, speak, Golin language]
Generated description
The Golin language is a Papuan language spoken by the Chimbu people of Papua New Guinea’s highlands region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Golin language Target entity description: The Golin language is a Papuan language spoken by the Chimbu people of Papua New Guinea’s highlands region.
-
A.
Galoli language
The Galoli language is an Austronesian language spoken primarily in East Timor, notable for its role in local communication and cultural identity.
-
B.
Godoberi language
The Godoberi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by the Godoberi people in the Republic of Dagestan, Russia.
-
C.
Ahirani language
Ahirani language is an Indo-Aryan language spoken primarily in the Khandesh region of Maharashtra, India, known for its close relation to Marathi and distinct regional dialectal features.
-
D.
Vogul language
Vogul language is an Uralic language of the Ob-Ugric branch spoken by the Mansi people in western Siberia.
-
E.
Gworam language
The Gworam language is a Plateau language of central Nigeria spoken by the Gworam people and closely related to other Angas–Sura varieties.
- 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_69d81c61f3508190aaf2ca0dc0002c59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e7a34f08190aa0d88b66154f268 |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1d490048190b28cb44dd4ec46c4 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba5646cb48190acd932f6fbd6fe62 |
completed | May 6, 2026, 8:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba6525d0c8190a1ab15881030c11c |
completed | May 6, 2026, 8:36 p.m. |
Created at: April 9, 2026, 10:17 p.m.