Triple
T10490459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berta languages |
E247403
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Berta cluster
Berta cluster is a group of closely related Berta languages spoken primarily in the border regions of Sudan and Ethiopia.
|
E867527
|
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: Berta cluster | Statement: [Berta languages, hasAlternativeName, Berta cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berta cluster Context triple: [Berta languages, hasAlternativeName, Berta cluster]
-
A.
Norma Cluster
Norma Cluster is a massive galaxy cluster located in the dense, obscured region of the sky known as the Zone of Avoidance and plays a key role in the gravitational dynamics of the local universe.
-
B.
Vankor cluster
Vankor cluster is a major group of oil and gas fields in Russia’s Krasnoyarsk Krai, developed primarily by Rosneft as a key hub for Arctic and Siberian hydrocarbon production.
-
C.
Kulisusu–Koroni cluster
The Kulisusu–Koroni cluster is a subgroup of closely related Austronesian languages spoken in southeastern Sulawesi, Indonesia.
-
D.
Beti-Fang cluster
The Beti-Fang cluster is a group of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and neighboring Central African regions.
-
E.
Butterfly Cluster
The Butterfly Cluster is a bright open star cluster in the constellation Scorpius, noted for its distinctive butterfly-like shape and visibility to the naked eye in dark skies.
- 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: Berta cluster Triple: [Berta languages, hasAlternativeName, Berta cluster]
Generated description
Berta cluster is a group of closely related Berta languages spoken primarily in the border regions of Sudan and Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berta cluster Target entity description: Berta cluster is a group of closely related Berta languages spoken primarily in the border regions of Sudan and Ethiopia.
-
A.
Norma Cluster
Norma Cluster is a massive galaxy cluster located in the dense, obscured region of the sky known as the Zone of Avoidance and plays a key role in the gravitational dynamics of the local universe.
-
B.
Vankor cluster
Vankor cluster is a major group of oil and gas fields in Russia’s Krasnoyarsk Krai, developed primarily by Rosneft as a key hub for Arctic and Siberian hydrocarbon production.
-
C.
Kulisusu–Koroni cluster
The Kulisusu–Koroni cluster is a subgroup of closely related Austronesian languages spoken in southeastern Sulawesi, Indonesia.
-
D.
Beti-Fang cluster
The Beti-Fang cluster is a group of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and neighboring Central African regions.
-
E.
Butterfly Cluster
The Butterfly Cluster is a bright open star cluster in the constellation Scorpius, noted for its distinctive butterfly-like shape and visibility to the naked eye in dark skies.
- 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_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5097d61e08190952d4354ef1bce52 |
completed | April 7, 2026, 1:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dc9792308190b09d6aaed63dd418 |
completed | April 10, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69d8e8c81bdc8190b6b6dfe00025b514 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901ef24608190934377d9dc855d6f |
completed | April 10, 2026, 1:58 p.m. |
Created at: April 6, 2026, 12:23 p.m.