Triple

T19473108
Position Surface form Disambiguated ID Type / Status
Subject Ivoclar Vivadent E487173 entity
Predicate foundedAs P364 FINISHED
Object Ramco AG
Ramco AG was the original corporate entity that later evolved into Ivoclar Vivadent, a major global manufacturer of dental materials and technologies.
 E1378299 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: Ramco AG | Statement: [Ivoclar Vivadent, foundedAs, Ramco AG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ramco AG
Context triple: [Ivoclar Vivadent, foundedAs, Ramco AG]
  • A. Ramo-Wooldridge Corporation
    Ramo-Wooldridge Corporation was a pioneering American aerospace and defense contractor that played a key role in early U.S. missile and space programs before evolving into part of TRW Inc.
  • B. Aral AG
    Aral AG is a major German brand of fuel stations and petroleum products, widely recognized for its network of service stations across Germany.
  • C. Ankogel Group
    The Ankogel Group is a subrange of the Austrian Alps known for its high peaks, glaciated terrain, and popular mountaineering and skiing areas.
  • D. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • E. Sogeti
    Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
  • 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: Ramco AG
Triple: [Ivoclar Vivadent, foundedAs, Ramco AG]
Generated description
Ramco AG was the original corporate entity that later evolved into Ivoclar Vivadent, a major global manufacturer of dental materials and technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ramco AG
Target entity description: Ramco AG was the original corporate entity that later evolved into Ivoclar Vivadent, a major global manufacturer of dental materials and technologies.
  • A. Ramo-Wooldridge Corporation
    Ramo-Wooldridge Corporation was a pioneering American aerospace and defense contractor that played a key role in early U.S. missile and space programs before evolving into part of TRW Inc.
  • B. Aral AG
    Aral AG is a major German brand of fuel stations and petroleum products, widely recognized for its network of service stations across Germany.
  • C. Ankogel Group
    The Ankogel Group is a subrange of the Austrian Alps known for its high peaks, glaciated terrain, and popular mountaineering and skiing areas.
  • D. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • E. Sogeti
    Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
  • 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_69d8e8d924388190b847cb15bb3d0aff completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633ea604c8190a2feacb709b7ca27 completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07404fd4348190bc2efbebc7828716 completed May 15, 2026, 3:48 p.m.
NEDg Description generation batch_6a074155addc8190a80e37d8f9d537a8 completed May 15, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0741e454a48190ac03aa458ca2b3b3 completed May 15, 2026, 3:55 p.m.
Created at: April 10, 2026, 1:39 p.m.