Triple

T16570989
Position Surface form Disambiguated ID Type / Status
Subject Martin Hoffman E402582 entity
Predicate relatedName P3889 FINISHED
Object Martin Hoffmann
Martin Hoffmann is a personal name shared by multiple individuals, most commonly found in German-speaking countries and associated with various professionals in fields such as academia, the arts, and public life.
 E1588149 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 Hoffmann | Statement: [Martin Hoffman, relatedName, Martin Hoffmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Hoffmann
Context triple: [Martin Hoffman, relatedName, Martin Hoffmann]
  • A. Louis Hofmann
    Louis Hofmann is a German actor best known internationally for his leading role as Jonas Kahnwald in the Netflix series "Dark" and for acclaimed performances in European arthouse films.
  • B. Michael Fuchs
    Michael Fuchs is an actor known for his role in the independent drama film "12 and Holding."
  • C. Michael Fuchs
    Michael Fuchs is a businessman and hotelier best known for his ownership stake in New York City's historic Gramercy Park Hotel.
  • D. Luc Hoffmann
    Luc Hoffmann was a Swiss ornithologist, conservationist, and philanthropist who co-founded the World Wildlife Fund and played a major role in international nature conservation efforts.
  • E. Martin Pfaff
    Martin Pfaff is a German economist and politician known for his work in social policy and his tenure as a member of the Bundestag.
  • 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 Hoffmann
Triple: [Martin Hoffman, relatedName, Martin Hoffmann]
Generated description
Martin Hoffmann is a personal name shared by multiple individuals, most commonly found in German-speaking countries and associated with various professionals in fields such as academia, the arts, and public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Hoffmann
Target entity description: Martin Hoffmann is a personal name shared by multiple individuals, most commonly found in German-speaking countries and associated with various professionals in fields such as academia, the arts, and public life.
  • A. Louis Hofmann
    Louis Hofmann is a German actor best known internationally for his leading role as Jonas Kahnwald in the Netflix series "Dark" and for acclaimed performances in European arthouse films.
  • B. Michael Fuchs
    Michael Fuchs is a businessman and hotelier best known for his ownership stake in New York City's historic Gramercy Park Hotel.
  • C. Michael Fuchs
    Michael Fuchs is an actor known for his role in the independent drama film "12 and Holding."
  • D. Luc Hoffmann
    Luc Hoffmann was a Swiss ornithologist, conservationist, and philanthropist who co-founded the World Wildlife Fund and played a major role in international nature conservation efforts.
  • E. Martin Pfaff
    Martin Pfaff is a German economist and politician known for his work in social policy and his tenure as a member of the Bundestag.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35958d49c8190b995188240fb355b completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8225ce388190acc6599a1ebcb248 completed May 19, 2026, 3:30 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7c5176c81908221307bb50ff4ed completed May 19, 2026, 6:11 p.m.
Created at: April 10, 2026, 5:16 a.m.