Triple
T3888423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Corisco |
E87999
|
entity |
| Predicate | hasLanguageHistoricallySpoken |
P23402
|
FINISHED |
| Object |
Benga language
The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
|
E397868
|
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: Benga language | Statement: [Corisco, hasLanguageHistoricallySpoken, Benga language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benga language Context triple: [Corisco, hasLanguageHistoricallySpoken, Benga language]
-
A.
Bongo language
The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
-
B.
Karanga language
The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
-
C.
Banda-Ndélé language
The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
-
D.
Banda-Mbrém language
The Banda-Mbrém language is a Central Sudanic language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
-
E.
Kenga language
The Kenga language is a Central Sudanic language spoken primarily by the Kenga people in Chad.
- 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: Benga language Triple: [Corisco, hasLanguageHistoricallySpoken, Benga language]
Generated description
The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benga language Target entity description: The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
-
A.
Bongo language
The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
-
B.
Karanga language
The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
-
C.
Banda-Ndélé language
The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
-
D.
Banda-Mbrém language
The Banda-Mbrém language is a Central Sudanic language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
-
E.
Kenga language
The Kenga language is a Central Sudanic language spoken primarily by the Kenga people in Chad.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLanguageHistoricallySpoken Context triple: [Corisco, hasLanguageHistoricallySpoken, Benga language]
-
A.
historicallySpokenIn
Indicates that a language was used for spoken communication in a particular place or region during a past historical period.
-
B.
hasMajorityLanguageHistorically
Indicates that a particular language has historically been the predominant or majority language within a given entity or region.
-
C.
hasLinguisticHeritage
Indicates that one entity possesses or is associated with the linguistic background, tradition, or ancestry of another entity.
-
D.
languageOfHistoricalRecord
Indicates the language in which a given historical record is written or recorded.
-
E.
historicallySpoke
chosen
Indicates that an entity used a particular language as a spoken language during some period in the past.
- 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_69aed9466d548190939f5217a23ed4ac |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecad4bf081909ae45a69d22468fa |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c8f299c8190a6a53ec59837b402 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d51e52881908f798b12ee123d69 |
completed | March 14, 2026, 8:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51dba68fc8190b02b0ca47f4f7803 |
completed | March 14, 2026, 8:35 a.m. |
| PD | Predicate disambiguation | batch_69aee759609c8190985e96ec6d96dedd |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:21 p.m.