Triple

T17442933
Position Surface form Disambiguated ID Type / Status
Subject Ehlers E424702 entity
Predicate hasNotableBearer P458 FINISHED
Object Tom Ehlers
Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
E1269114 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: Tom Ehlers | Statement: [Ehlers, hasNotableBearer, Tom Ehlers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Ehlers
Context triple: [Ehlers, hasNotableBearer, Tom Ehlers]
  • A. Michael Schultz
    Michael Schultz is an American film and television director best known for his influential work on 1970s comedies and dramas, including the cult classic "Car Wash."
  • B. Kevin Gomringer
    Kevin Gomringer is a German hip-hop producer best known as one half of the production duo Cubeatz, recognized for their influential work with major international rap artists.
  • C. Karl Engel
    Karl Engel was a renowned German pianist and accompanist, celebrated especially for his interpretations of Mozart and his collaborations with leading vocalists of the 20th century.
  • D. Mike Salisbury
    Mike Salisbury is a British television producer best known for his work on major natural history documentaries, including serving as an executive producer on David Attenborough’s acclaimed series "The Life of Birds."
  • E. Mike Salisbury
    Mike Salisbury is a music producer known for his work on the project Meat Eaters.
  • 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: Tom Ehlers
Triple: [Ehlers, hasNotableBearer, Tom Ehlers]
Generated description
Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Ehlers
Target entity description: Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
  • A. Michael Schultz
    Michael Schultz is an American film and television director best known for his influential work on 1970s comedies and dramas, including the cult classic "Car Wash."
  • B. Kevin Gomringer
    Kevin Gomringer is a German hip-hop producer best known as one half of the production duo Cubeatz, recognized for their influential work with major international rap artists.
  • C. Karl Engel
    Karl Engel was a renowned German pianist and accompanist, celebrated especially for his interpretations of Mozart and his collaborations with leading vocalists of the 20th century.
  • D. Mike Salisbury
    Mike Salisbury is a British television producer best known for his work on major natural history documentaries, including serving as an executive producer on David Attenborough’s acclaimed series "The Life of Birds."
  • E. Mike Salisbury
    Mike Salisbury is a music producer known for his work on the project Meat Eaters.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44ff927ec8190995798f569e913ba completed April 19, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01aff63d688190b8fa63c8edafc01c completed May 11, 2026, 10:31 a.m.
NEDg Description generation batch_6a01b0a265348190a884a58f3caf54df completed May 11, 2026, 10:34 a.m.
NED2 Entity disambiguation (via description) batch_6a01b1b0553c8190bb76969fe95154ff completed May 11, 2026, 10:38 a.m.
Created at: April 10, 2026, 5:47 a.m.