Triple
T16751662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beti–Pahuin languages |
E407094
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Bulu–Fang continuum
The Bulu–Fang continuum is a group of closely related Bantu dialects or languages spoken primarily in Central Africa, especially in Cameroon, Equatorial Guinea, and Gabon, forming part of the wider Beti–Pahuin linguistic cluster.
|
E1232142
|
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: Bulu–Fang continuum | Statement: [Beti–Pahuin languages, closelyRelatedTo, Bulu–Fang continuum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bulu–Fang continuum Context triple: [Beti–Pahuin languages, closelyRelatedTo, Bulu–Fang continuum]
-
A.
Taksony
Taksony was a 10th-century Grand Prince of the Hungarians, known for consolidating the early Hungarian state and continuing raids into Western Europe.
-
B.
Bergmann
Bergmann is a German-language surname borne by numerous notable individuals across fields such as science, philosophy, and the arts.
-
C.
Kleiber
Kleiber is a German surname most famously associated with Carlos Kleiber, one of the 20th century’s most acclaimed orchestral conductors.
-
D.
Isoetales
Isoetales is an order of small, aquatic or semi-aquatic vascular plants known as quillworts, characterized by grass-like leaves and a fossil record extending back to the Paleozoic.
-
E.
Fainall
Fainall is a central, scheming antagonist in William Congreve’s Restoration comedy "The Way of the World," known for his manipulative and duplicitous nature.
- 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: Bulu–Fang continuum Triple: [Beti–Pahuin languages, closelyRelatedTo, Bulu–Fang continuum]
Generated description
The Bulu–Fang continuum is a group of closely related Bantu dialects or languages spoken primarily in Central Africa, especially in Cameroon, Equatorial Guinea, and Gabon, forming part of the wider Beti–Pahuin linguistic cluster.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bulu–Fang continuum Target entity description: The Bulu–Fang continuum is a group of closely related Bantu dialects or languages spoken primarily in Central Africa, especially in Cameroon, Equatorial Guinea, and Gabon, forming part of the wider Beti–Pahuin linguistic cluster.
-
A.
Taksony
Taksony was a 10th-century Grand Prince of the Hungarians, known for consolidating the early Hungarian state and continuing raids into Western Europe.
-
B.
Bergmann
Bergmann is a German-language surname borne by numerous notable individuals across fields such as science, philosophy, and the arts.
-
C.
Kleiber
Kleiber is a German surname most famously associated with Carlos Kleiber, one of the 20th century’s most acclaimed orchestral conductors.
-
D.
Isoetales
Isoetales is an order of small, aquatic or semi-aquatic vascular plants known as quillworts, characterized by grass-like leaves and a fossil record extending back to the Paleozoic.
-
E.
Fainall
Fainall is a central, scheming antagonist in William Congreve’s Restoration comedy "The Way of the World," known for his manipulative and duplicitous nature.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3aa271de48190b4a535408aeef734 |
completed | April 18, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a52402848190b029cb0be31b4c74 |
completed | May 10, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a00a5c4e934819088db49d81be154c3 |
completed | May 10, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a6b84d288190aeccb06745146b80 |
completed | May 10, 2026, 3:39 p.m. |
Created at: April 10, 2026, 5:21 a.m.