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.