Triple
T5041423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akademianoj |
E113552
|
entity |
| Predicate | employsLanguage |
P9278
|
FINISHED |
| Object | Esperanto |
E2739
|
NE FINISHED |
How this triple was built (3 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: Esperanto | Statement: [Akademianoj, employsLanguage, Esperanto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperanto Context triple: [Akademianoj, employsLanguage, Esperanto]
-
A.
Esperanto
chosen
Esperanto is a constructed international auxiliary language created in the late 19th century to facilitate easy and politically neutral communication between speakers of different native languages.
-
B.
Esperantology
Esperantology is the scholarly study of the Esperanto language, including its structure, history, usage, and cultural context.
-
C.
Fundamento de Esperanto
Fundamento de Esperanto is the foundational grammar and reference book that codified the rules of the constructed international language Esperanto, authored by its creator L. L. Zamenhof.
-
D.
Esperanto Wikinews
Esperanto Wikinews is the Esperanto-language edition of the collaborative, free-content news project Wikinews.
-
E.
Esperantists
Esperantists are people who speak or support the international auxiliary language Esperanto and often participate in its global cultural and social community.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: employsLanguage Context triple: [Akademianoj, employsLanguage, Esperanto]
-
A.
usesWorkingLanguagesOf
Indicates that one entity employs or operates using the working languages associated with another entity.
-
B.
isLanguageOf
Indicates that a particular language is used as the official or primary language associated with a given entity (such as a person, document, or region).
-
C.
usedInLanguage
Indicates that something (such as a word, expression, or symbol) is employed or occurs within a particular language.
-
D.
languageOfExpression
Indicates that a particular language is used as the medium or form in which an expression (such as a text, utterance, or work) is realized.
-
E.
hasLanguageOn
chosen
Indicates that an entity uses or is associated with a particular language in a specific context, medium, or location.
- F. None of above.
Provenance (4 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_69bd44384298819089c49e7c330ec7b8 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73de73008190b89aec9a76b43e4f |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed90ef06c819098bbaea8336fffa4 |
completed | March 21, 2026, 5:44 p.m. |
| PD | Predicate disambiguation | batch_69bd71529d608190a53470ba6c14bb1d |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:37 p.m.