Triple
T75368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roma |
E1507
|
entity |
| Predicate | speaks |
P741
|
FINISHED |
| Object |
Romani language
The Romani language is an Indo-Aryan language traditionally spoken by Romani communities across Europe and beyond, featuring numerous dialects influenced by the languages of the regions where its speakers live.
|
E6220
|
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: Romani language | Statement: [Roma, speaks, Romani language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Romani language Context triple: [Roma, speaks, Romani language]
-
A.
Romanian language
Romanian is a Romance language spoken primarily in Romania and Moldova, notable for preserving many features of Latin while incorporating significant Slavic and Balkan influences.
-
B.
Polish language
Polish language is a West Slavic language spoken primarily in Poland and by Polish communities worldwide, written in the Latin alphabet with distinctive diacritics.
-
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.
Romance languages
Romance languages are a group of closely related languages, including Spanish, French, Italian, Portuguese, and Romanian, that evolved from Vulgar Latin spoken in the Roman Empire.
-
E.
Sinti
The Sinti are a traditionally itinerant Romani ethnic group in Central Europe who, like the Roma, were persecuted and targeted for genocide under Nazi rule.
- 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: Romani language Triple: [Roma, speaks, Romani language]
Generated description
The Romani language is an Indo-Aryan language traditionally spoken by Romani communities across Europe and beyond, featuring numerous dialects influenced by the languages of the regions where its speakers live.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Romani language Target entity description: The Romani language is an Indo-Aryan language traditionally spoken by Romani communities across Europe and beyond, featuring numerous dialects influenced by the languages of the regions where its speakers live.
-
A.
Romanian language
Romanian is a Romance language spoken primarily in Romania and Moldova, notable for preserving many features of Latin while incorporating significant Slavic and Balkan influences.
-
B.
Polish language
Polish language is a West Slavic language spoken primarily in Poland and by Polish communities worldwide, written in the Latin alphabet with distinctive diacritics.
-
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.
Romance languages
Romance languages are a group of closely related languages, including Spanish, French, Italian, Portuguese, and Romanian, that evolved from Vulgar Latin spoken in the Roman Empire.
-
E.
Sinti
The Sinti are a traditionally itinerant Romani ethnic group in Central Europe who, like the Roma, were persecuted and targeted for genocide under Nazi rule.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: speaks Context triple: [Roma, speaks, Romani language]
-
A.
languagesSpoken
chosen
Indicates that an entity is able to communicate using one or more specified languages.
-
B.
typicalSpeaker
Indicates that the subject is a prototypical or characteristic speaker or source of utterances in the context of the object.
-
C.
hasSpokenAbout
Indicates that one entity has verbally expressed, discussed, or mentioned another entity or topic.
-
D.
vocalization
Indicates the act or manner of producing sounds or calls, typically as a means of communication.
-
E.
succeededAsSpeakerBy
Indicates that one entity took over the role or position of speaker from another entity as their successor.
- 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_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a25314bd6c81908d1cfd4b83f20049 |
completed | Feb. 28, 2026, 2:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2554ffb8c8190a30aceecd7f30d96 |
completed | Feb. 28, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_69a25943cba88190a78f708d453ce968 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a259c2706c8190b5319c004e207c29 |
completed | Feb. 28, 2026, 2:58 a.m. |
| PD | Predicate disambiguation | batch_69a24eae77ec81909015906f31f2b62e |
completed | Feb. 28, 2026, 2:10 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.