Triple
T19525308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esperantology |
E488502
|
entity |
| Predicate | hasTypicalResearcher |
P91022
|
FINISHED |
| Object | Esperantologist |
—
|
NE NERFINISHED |
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: Esperantologist | Statement: [Esperantology, hasTypicalResearcher, Esperantologist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperantologist Context triple: [Esperantology, hasTypicalResearcher, Esperantologist]
-
A.
Esperantology
Esperantology is the scholarly study of the Esperanto language, including its structure, history, usage, and cultural context.
-
B.
Esperantists
chosen
Esperantists are people who speak or support the international auxiliary language Esperanto and often participate in its global cultural and social community.
-
C.
Esperanto
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.
-
D.
Esperanto Wikibooks
Esperanto Wikibooks is the Esperanto-language edition of Wikibooks, a Wikimedia project that hosts free, collaboratively written open-content textbooks and learning materials.
-
E.
Esperanto movement
The Esperanto movement is an international social and cultural initiative dedicated to promoting the use of the constructed language Esperanto as a neutral means of global communication and understanding.
- 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: hasTypicalResearcher Context triple: [Esperantology, hasTypicalResearcher, Esperantologist]
-
A.
hasResearcher
Indicates that an entity is associated with or linked to a specific researcher responsible for work, study, or investigation related to it.
-
B.
hasResearcherType
chosen
Indicates that an entity is associated with a researcher characterized by a specific type or category of research role.
-
C.
hasKeyResearcher
Indicates that an entity is associated with a primary or leading researcher responsible for key research activities related to it.
-
D.
hasTypeOfResearch
Indicates that an entity is associated with a particular category or kind of research it involves or conducts.
-
E.
hasResearchArea
Indicates that an entity (such as a person, project, or organization) is associated with or focused on a particular field or area of research.
- F. None of above.
Provenance (3 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_69d8e8da8bec819081f400199491ccc3 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63639cfc08190894ac67f7d861a25 |
completed | April 20, 2026, 2:20 p.m. |
| PD | Predicate disambiguation | batch_69e514c9c00481909b76bda67957e58b |
completed | April 19, 2026, 5:45 p.m. |
Created at: April 10, 2026, 1:41 p.m.