Triple

T17677552
Position Surface form Disambiguated ID Type / Status
Subject Joe Armstrong E440677 entity
Predicate givenName P17 FINISHED
Object Joe
Joe is the given name of Joe Armstrong, the computer scientist best known as the co-creator of the Erlang programming language.
E1278923 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: Joe | Statement: [Joe Armstrong, givenName, Joe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe
Context triple: [Joe Armstrong, givenName, Joe]
  • A. Joe
    Joe is a central character in the musical "Show Boat," known as the African American dock worker who delivers the iconic song "Ol' Man River."
  • B. Joe
    Joe is a central character in the classic 1959 comedy film "Some Like It Hot," where he is one of two musicians who disguise themselves as women to escape mobsters.
  • C. Joe
    Joe is a notable artwork created by Japanese photographer and artist Hiroshi Sugimoto.
  • D. Joe
    Joe is a character in Woody Allen's nostalgic 1987 film "Radio Days," which portrays life in 1940s New York through the lens of a young boy's memories of the golden age of radio.
  • E. Joe
    Joe is the given name of Joe Oros, an American automobile designer best known for leading the design of the original Ford Mustang.
  • 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: Joe
Triple: [Joe Armstrong, givenName, Joe]
Generated description
Joe is the given name of Joe Armstrong, the computer scientist best known as the co-creator of the Erlang programming language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe
Target entity description: Joe is the given name of Joe Armstrong, the computer scientist best known as the co-creator of the Erlang programming language.
  • A. Joe chosen
    Joe is the given name of Joe Armstrong, the computer scientist best known as the co-creator of the Erlang programming language.
  • B. Joe
    Joe is the given name of American singer Billy Joe Royal, known for his pop and country hits in the 1960s and beyond.
  • C. Joe
    Joe is the given name of Joe Oros, an American automobile designer best known for leading the design of the original Ford Mustang.
  • D. Joe
    Joe is the given name of Joe Rohde, the renowned Walt Disney Imagineer known for leading the design of Disney’s Animal Kingdom and other major projects.
  • E. Joe
    Joe is the given name of Joe Nickell, an American investigator and author known for his work examining alleged paranormal and mysterious phenomena.
  • F. None of above.

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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6e959c819092d9d33e79bd51f7 completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022325d6108190975082abcdb21ce1 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022759531c8190a77c5dc4e3ccaee6 completed May 11, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0227ff79d881908ad190b2665bc63d completed May 11, 2026, 7:03 p.m.
Created at: April 10, 2026, 10:01 a.m.