Triple
T9269673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angas–Sura subgroup |
E222792
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Pyapun language
The Pyapun language is a Chadic language spoken in central Nigeria, associated with the Angas–Sura subgroup of West Chadic languages.
|
E788582
|
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: Pyapun language | Statement: [Angas–Sura subgroup, hasMember, Pyapun language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pyapun language Context triple: [Angas–Sura subgroup, hasMember, Pyapun language]
-
A.
Kapingamarangi language
The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
-
B.
Piipaash language
The Piipaash language is a Native American language of the Yuman family traditionally spoken by the Piipaash (Maricopa) people of the lower Colorado River region in the southwestern United States.
-
C.
Paunaka language
The Paunaka language is an endangered Arawakan language traditionally spoken by the Paunaka people of eastern Bolivia.
-
D.
Akawaio language
The Akawaio language is an indigenous Cariban language spoken by the Akawaio people of Guyana, Venezuela, and Brazil.
-
E.
Pukapukan language
The Pukapukan language is a Polynesian language spoken primarily on Pukapuka Atoll in the Cook Islands, known for its distinct dialectal features and cultural significance to the local community.
- 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: Pyapun language Triple: [Angas–Sura subgroup, hasMember, Pyapun language]
Generated description
The Pyapun language is a Chadic language spoken in central Nigeria, associated with the Angas–Sura subgroup of West Chadic languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pyapun language Target entity description: The Pyapun language is a Chadic language spoken in central Nigeria, associated with the Angas–Sura subgroup of West Chadic languages.
-
A.
Kapingamarangi language
The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
-
B.
Piipaash language
The Piipaash language is a Native American language of the Yuman family traditionally spoken by the Piipaash (Maricopa) people of the lower Colorado River region in the southwestern United States.
-
C.
Paunaka language
The Paunaka language is an endangered Arawakan language traditionally spoken by the Paunaka people of eastern Bolivia.
-
D.
Akawaio language
The Akawaio language is an indigenous Cariban language spoken by the Akawaio people of Guyana, Venezuela, and Brazil.
-
E.
Pukapukan language
The Pukapukan language is a Polynesian language spoken primarily on Pukapuka Atoll in the Cook Islands, known for its distinct dialectal features and cultural significance to the local community.
- 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd074ef7408190b213c09491918132 |
completed | April 1, 2026, 11:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c2239a08190b954c8c57ced8fd2 |
completed | April 4, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69d09cf1f2f48190b53e062c3eb4565d |
completed | April 4, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09d914d688190af609c4485c746cc |
completed | April 4, 2026, 5:11 a.m. |
Created at: March 30, 2026, 7:33 p.m.