Triple

T19473057
Position Surface form Disambiguated ID Type / Status
Subject Hilti Corporation E487172 entity
Predicate foundedBy P104 FINISHED
Object Martin Hilti
Martin Hilti was a Liechtenstein entrepreneur best known as the founder of Hilti Corporation, a global leader in construction tools and fastening systems.
E1378298 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: Martin Hilti | Statement: [Hilti Corporation, foundedBy, Martin Hilti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Hilti
Context triple: [Hilti Corporation, foundedBy, Martin Hilti]
  • A. Alfred Wehrli
    Alfred Wehrli was a notable figure significant enough in his community or institution to have Benedetti–Wehrli Stadium named in his honor.
  • B. Hans Liechti
    Hans Liechti is a cinematographer best known for his work on the Swiss World War II drama film "The Boat Is Full."
  • C. Hans Suter
    Hans Suter is a notable individual who bears the surname Suter, recognized enough to be specifically cited among people with that name.
  • D. Reto Bühler
    Reto Bühler is a notable individual who shares the Bühler surname, recognized as a distinguished bearer of that family name.
  • E. Heinz Rutishauser
    Heinz Rutishauser was a Swiss mathematician and computer scientist recognized as a pioneer of numerical analysis and one of the key figures in the early development of high-level programming languages.
  • 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: Martin Hilti
Triple: [Hilti Corporation, foundedBy, Martin Hilti]
Generated description
Martin Hilti was a Liechtenstein entrepreneur best known as the founder of Hilti Corporation, a global leader in construction tools and fastening systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Hilti
Target entity description: Martin Hilti was a Liechtenstein entrepreneur best known as the founder of Hilti Corporation, a global leader in construction tools and fastening systems.
  • A. Alfred Wehrli
    Alfred Wehrli was a notable figure significant enough in his community or institution to have Benedetti–Wehrli Stadium named in his honor.
  • B. Hans Liechti
    Hans Liechti is a cinematographer best known for his work on the Swiss World War II drama film "The Boat Is Full."
  • C. Hans Suter
    Hans Suter is a notable individual who bears the surname Suter, recognized enough to be specifically cited among people with that name.
  • D. Reto Bühler
    Reto Bühler is a notable individual who shares the Bühler surname, recognized as a distinguished bearer of that family name.
  • E. Heinz Rutishauser
    Heinz Rutishauser was a Swiss mathematician and computer scientist recognized as a pioneer of numerical analysis and one of the key figures in the early development of high-level programming languages.
  • 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.