Triple
T12039688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plateau languages |
E286627
|
entity |
| Predicate | haveBranch |
P49773
|
FINISHED |
| Object |
Beromic languages
Beromic languages are a subgroup of Plateau languages spoken primarily in central Nigeria, known for their linguistic diversity and complex noun class systems.
|
E961100
|
NE FINISHED |
How this triple was built (5 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: Beromic languages | Statement: [Plateau languages, haveBranch, Beromic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beromic languages Context triple: [Plateau languages, haveBranch, Beromic languages]
-
A.
Irminonic languages
Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
-
B.
Wiradhuric languages
The Wiradhuric languages are a small group of closely related Australian Aboriginal languages traditionally spoken in inland New South Wales.
-
C.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
- 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: Beromic languages Triple: [Plateau languages, haveBranch, Beromic languages]
Generated description
Beromic languages are a subgroup of Plateau languages spoken primarily in central Nigeria, known for their linguistic diversity and complex noun class systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beromic languages Target entity description: Beromic languages are a subgroup of Plateau languages spoken primarily in central Nigeria, known for their linguistic diversity and complex noun class systems.
-
A.
Irminonic languages
Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
-
B.
Wiradhuric languages
The Wiradhuric languages are a small group of closely related Australian Aboriginal languages traditionally spoken in inland New South Wales.
-
C.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: haveBranch Context triple: [Plateau languages, haveBranch, Beromic languages]
-
A.
hasBranches
Indicates that an entity extends into multiple subordinate parts or offshoots, like limbs, divisions, or sections stemming from a main source.
-
B.
hadBranchIn
Indicates that an organization or entity maintained a branch, office, or subsidiary located in another specified place or entity.
-
C.
hasBranchOffice
Indicates that one organization maintains a branch office or subsidiary location in another place or entity.
-
D.
hasTwoBranches
Indicates that the related entity is divided into or composed of exactly two distinct branches.
-
E.
hasFamilyBranch
chosen
Indicates that one entity is a subdivision, offshoot, or branch within the broader family group or lineage of another entity.
- F. None of above.
Provenance (6 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9100b4ca8819084845ca4c13e34ce |
completed | April 10, 2026, 2:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49d9937a08190b2f606a1e55733b5 |
completed | May 1, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69f53d9460bc8190869f2b7d095d98cb |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56495830c8190ad5e1767f251b4c5 |
completed | May 2, 2026, 2:42 a.m. |
| PD | Predicate disambiguation | batch_69d902bac9e08190aa1a99c835f29542 |
completed | April 10, 2026, 2:01 p.m. |
Created at: April 8, 2026, 9:47 p.m.