Triple

T5386188
Position Surface form Disambiguated ID Type / Status
Subject Turinese Piedmontese E120204 entity
Predicate languageFamily P1047 FINISHED
Object Gallo‑Italic languages
The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
E515515 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: Gallo‑Italic languages | Statement: [Turinese Piedmontese, languageFamily, Gallo‑Italic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gallo‑Italic languages
Context triple: [Turinese Piedmontese, languageFamily, Gallo‑Italic languages]
  • A. Gallo-Romance languages
    Gallo-Romance languages are a branch of the Romance language family spoken mainly in parts of France, northern Italy, and neighboring regions, including languages such as French, Occitan, and Catalan.
  • B. Latino-Faliscan languages
    Latino-Faliscan languages are a branch of the Italic language family that includes Latin and its closely related ancient languages spoken in central Italy.
  • C. Rhaeto-Romance languages
    The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
  • D. Osco-Umbrian languages
    The Osco-Umbrian languages are an extinct branch of ancient Italic languages once spoken in central and southern Italy, including Oscan and Umbrian.
  • E. Celtic-Ligurian
    Celtic-Ligurian refers to the ancient mixed Celtic and Ligurian cultural group that inhabited parts of southern Gaul, particularly in the region around modern-day Provence.
  • 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: Gallo‑Italic languages
Triple: [Turinese Piedmontese, languageFamily, Gallo‑Italic languages]
Generated description
The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gallo‑Italic languages
Target entity description: The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
  • A. Gallo-Romance languages
    Gallo-Romance languages are a branch of the Romance language family spoken mainly in parts of France, northern Italy, and neighboring regions, including languages such as French, Occitan, and Catalan.
  • B. Latino-Faliscan languages
    Latino-Faliscan languages are a branch of the Italic language family that includes Latin and its closely related ancient languages spoken in central Italy.
  • C. Rhaeto-Romance languages
    The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
  • D. Osco-Umbrian languages
    The Osco-Umbrian languages are an extinct branch of ancient Italic languages once spoken in central and southern Italy, including Oscan and Umbrian.
  • E. Celtic-Ligurian
    Celtic-Ligurian refers to the ancient mixed Celtic and Ligurian cultural group that inhabited parts of southern Gaul, particularly in the region around modern-day Provence.
  • 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_69bd46354c648190a38b26f107010a96 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd86f6f39c8190aa6af12370e3d12b completed March 20, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf295352988190a48d3f9db56fcaf8 completed March 21, 2026, 11:27 p.m.
NEDg Description generation batch_69bf29f4c56481908d3f83ec6e7ba96a completed March 21, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ab19a50819098ef5a611daa8cd6 completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:03 p.m.