Triple

T10456158
Position Surface form Disambiguated ID Type / Status
Subject Forman E246554 entity
Predicate hasNotableBearer P458 FINISHED
Object Ross Forman
Ross Forman is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Forman.
E864387 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: Ross Forman | Statement: [Forman, hasNotableBearer, Ross Forman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross Forman
Context triple: [Forman, hasNotableBearer, Ross Forman]
  • A. Red Forman
    Red Forman is a gruff, no-nonsense Korean War veteran and strict father known for his sarcastic humor and tough-love parenting style on the sitcom That '70s Show.
  • B. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • C. Joe Hicks
    Joe Hicks is a former American Major League Baseball outfielder who played in the early 1960s, primarily known for his time with the Washington Senators and New York Mets.
  • D. Faron Kelley
    Faron Kelley is a musician best known for his role in the American country-rock band Pure Prairie League.
  • E. Rockmond Dunbar
    Rockmond Dunbar is an American actor known for his roles in television series such as "Prison Break," "Sons of Anarchy," and "9-1-1."
  • 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: Ross Forman
Triple: [Forman, hasNotableBearer, Ross Forman]
Generated description
Ross Forman is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Forman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross Forman
Target entity description: Ross Forman is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Forman.
  • A. Red Forman
    Red Forman is a gruff, no-nonsense Korean War veteran and strict father known for his sarcastic humor and tough-love parenting style on the sitcom That '70s Show.
  • B. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • C. Joe Hicks
    Joe Hicks is a former American Major League Baseball outfielder who played in the early 1960s, primarily known for his time with the Washington Senators and New York Mets.
  • D. Faron Kelley
    Faron Kelley is a musician best known for his role in the American country-rock band Pure Prairie League.
  • E. Rockmond Dunbar
    Rockmond Dunbar is an American actor known for his roles in television series such as "Prison Break," "Sons of Anarchy," and "9-1-1."
  • 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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fe48d15c8190bae0d4859e6cda5d completed April 7, 2026, 12:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87f10b45c81908f1d3128c65750f8 completed April 10, 2026, 4:39 a.m.
NEDg Description generation batch_69d886c562c081908aae846da8efb1a5 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dd0c28481908008aea09bf956ca completed April 10, 2026, 5:42 a.m.
Created at: April 6, 2026, 12:18 p.m.