Triple
T3831393
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esperanto movement |
E91018
|
entity |
| Predicate | hasDemographic |
P7875
|
FINISHED |
| Object |
Esperantists
Esperantists are people who speak or support the international auxiliary language Esperanto and often participate in its global cultural and social community.
|
E392635
|
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: Esperantists | Statement: [Esperanto movement, hasDemographic, Esperantists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperantists Context triple: [Esperanto movement, hasDemographic, Esperantists]
-
A.
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.
-
B.
Universal Esperanto Association
The Universal Esperanto Association is the largest international organization dedicated to promoting the Esperanto language and fostering global communication and cultural exchange among its speakers.
-
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.
International League of Esperanto-Speaking Teachers
The International League of Esperanto-Speaking Teachers is a global professional organization that unites and supports educators who teach the Esperanto language.
-
E.
Lingva Komitato
Lingva Komitato was an early language committee responsible for overseeing and standardizing the Esperanto language before the establishment of the Akademio de Esperanto.
- 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: Esperantists Triple: [Esperanto movement, hasDemographic, Esperantists]
Generated description
Esperantists are people who speak or support the international auxiliary language Esperanto and often participate in its global cultural and social community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Esperantists Target entity description: Esperantists are people who speak or support the international auxiliary language Esperanto and often participate in its global cultural and social community.
-
A.
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.
-
B.
Universal Esperanto Association
The Universal Esperanto Association is the largest international organization dedicated to promoting the Esperanto language and fostering global communication and cultural exchange among its speakers.
-
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.
International League of Esperanto-Speaking Teachers
The International League of Esperanto-Speaking Teachers is a global professional organization that unites and supports educators who teach the Esperanto language.
-
E.
Lingva Komitato
Lingva Komitato was an early language committee responsible for overseeing and standardizing the Esperanto language before the establishment of the Akademio de Esperanto.
- 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_69aed960b538819096561c8ed448dec9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb86207c81908f40a01fe27f6a0b |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503fcddb481909690b708754d3d8a |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b5057089e88190b3c5b85503b3f8fa |
completed | March 14, 2026, 6:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b505ec14b481909b71e66d68473c20 |
completed | March 14, 2026, 6:53 a.m. |
Created at: March 9, 2026, 3:17 p.m.