Triple

T8576286
Position Surface form Disambiguated ID Type / Status
Subject Ford Thunderbird E203054 entity
Predicate designer P184 FINISHED
Object Frank Hershey
Frank Hershey was an American automobile designer best known for his influential work on iconic mid-20th-century car designs, including the original Ford Thunderbird.
 E743694 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: Frank Hershey | Statement: [Ford Thunderbird, designer, Frank Hershey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Hershey
Context triple: [Ford Thunderbird, designer, Frank Hershey]
  • A. William Colvig
    William Colvig was an American instrument builder and electrician best known for co-creating innovative percussion instruments and gamelan ensembles with composer Lou Harrison.
  • B. Milton S. Hershey
    Milton S. Hershey was an American chocolatier and philanthropist who founded the Hershey Chocolate Company and built the company town of Hershey, Pennsylvania.
  • C. Neil Hamburger
    Neil Hamburger is the alter ego of American comedian Gregg Turkington, known for his deliberately awkward, anti-comedy stand-up persona and offbeat comedy albums.
  • D. C. W. Post
    C. W. Post was an American industrialist and breakfast cereal pioneer who founded the Postum Cereal Company, a forerunner of Post Consumer Brands.
  • E. Howard Covode Heinz
    Howard Covode Heinz was a member of the prominent Heinz family associated with the H. J. Heinz Company, known for its influential role in American business and philanthropy.
  • 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: Frank Hershey
Triple: [Ford Thunderbird, designer, Frank Hershey]
Generated description
Frank Hershey was an American automobile designer best known for his influential work on iconic mid-20th-century car designs, including the original Ford Thunderbird.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Hershey
Target entity description: Frank Hershey was an American automobile designer best known for his influential work on iconic mid-20th-century car designs, including the original Ford Thunderbird.
  • A. William Colvig
    William Colvig was an American instrument builder and electrician best known for co-creating innovative percussion instruments and gamelan ensembles with composer Lou Harrison.
  • B. Milton S. Hershey
    Milton S. Hershey was an American chocolatier and philanthropist who founded the Hershey Chocolate Company and built the company town of Hershey, Pennsylvania.
  • C. Neil Hamburger
    Neil Hamburger is the alter ego of American comedian Gregg Turkington, known for his deliberately awkward, anti-comedy stand-up persona and offbeat comedy albums.
  • D. C. W. Post
    C. W. Post was an American industrialist and breakfast cereal pioneer who founded the Postum Cereal Company, a forerunner of Post Consumer Brands.
  • E. Howard Covode Heinz
    Howard Covode Heinz was a member of the prominent Heinz family associated with the H. J. Heinz Company, known for its influential role in American business and philanthropy.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea9638c081909a537cc44e485bee completed March 31, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce899dd7d48190b44338b92ad68bd0 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8c7ad5cc8190a50c8e15ce353d1d completed April 2, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:21 p.m.