Triple
T16567813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Masa |
E402506
|
entity |
| Predicate | hasNeighboringLanguage |
P16383
|
FINISHED |
| Object |
Kotoko languages
The Kotoko languages are a group of closely related Chadic languages spoken by the Kotoko people around Lake Chad in northern Cameroon, Chad, and Nigeria.
|
E1221456
|
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: Kotoko languages | Statement: [Masa, hasNeighboringLanguage, Kotoko languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kotoko languages Context triple: [Masa, hasNeighboringLanguage, Kotoko languages]
-
A.
Kioko language
The Kioko language is an Austronesian language of the Muna–Buton subgroup spoken by a small community in southeastern Sulawesi, Indonesia.
-
B.
Oshiwambo languages
The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
-
C.
Teke-Kukuya language
The Teke-Kukuya language is a Bantu language spoken by the Teke-Kukuya people in the Republic of the Congo and neighboring regions of Central Africa.
-
D.
Ometo languages
The Ometo languages are a group of closely related Omotic languages spoken primarily in southwestern Ethiopia.
-
E.
Kilivila–Misima languages
The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
- 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: Kotoko languages Triple: [Masa, hasNeighboringLanguage, Kotoko languages]
Generated description
The Kotoko languages are a group of closely related Chadic languages spoken by the Kotoko people around Lake Chad in northern Cameroon, Chad, and Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kotoko languages Target entity description: The Kotoko languages are a group of closely related Chadic languages spoken by the Kotoko people around Lake Chad in northern Cameroon, Chad, and Nigeria.
-
A.
Kioko language
The Kioko language is an Austronesian language of the Muna–Buton subgroup spoken by a small community in southeastern Sulawesi, Indonesia.
-
B.
Oshiwambo languages
The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
-
C.
Teke-Kukuya language
The Teke-Kukuya language is a Bantu language spoken by the Teke-Kukuya people in the Republic of the Congo and neighboring regions of Central Africa.
-
D.
Ometo languages
The Ometo languages are a group of closely related Omotic languages spoken primarily in southwestern Ethiopia.
-
E.
Kilivila–Misima languages
The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35772f6608190a125c7d3c199c3e2 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee3dcbc819087ea66b262585232 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006ff5bdb88190be90d7446e24b61f |
completed | May 10, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007088fd988190b3dfef081769d03e |
completed | May 10, 2026, 11:48 a.m. |
Created at: April 10, 2026, 5:16 a.m.