Triple

T17677551
Position Surface form Disambiguated ID Type / Status
Subject Joe Armstrong E440677 entity
Predicate fullName P16 FINISHED
Object Joe Leslie Armstrong
Joe Leslie Armstrong was a British computer scientist best known as the principal inventor and co-creator of the Erlang programming language.
 E1282528 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 Leslie Armstrong | Statement: [Joe Armstrong, fullName, Joe Leslie Armstrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe Leslie Armstrong
Context triple: [Joe Armstrong, fullName, Joe Leslie Armstrong]
  • A. Thomas Armstrong
    Thomas Armstrong is a name shared by several notable individuals, including figures in politics, literature, and the arts.
  • B. Warren Edward Armstrong
    Warren Edward Armstrong, better known as Warren Jabali, was an American professional basketball player renowned for his standout career in the American Basketball Association (ABA) during the late 1960s and 1970s.
  • C. Robert Armstrong
    Robert Armstrong is a common name shared by several notable individuals, including an American actor famous for his role in the 1933 film "King Kong" and a U.S. politician who served as a senator from Texas.
  • D. Richard Armstrong
    Richard Armstrong is a British conductor renowned for his leadership roles with major opera companies, including his tenure as music director of Scottish Opera.
  • E. Richard Armstrong
    Richard Armstrong is an American museum director and curator best known for leading the Solomon R. Guggenheim Museum and its global network.
  • 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 Leslie Armstrong
Triple: [Joe Armstrong, fullName, Joe Leslie Armstrong]
Generated description
Joe Leslie Armstrong was a British computer scientist best known as the principal inventor and co-creator of the Erlang programming language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe Leslie Armstrong
Target entity description: Joe Leslie Armstrong was a British computer scientist best known as the principal inventor and co-creator of the Erlang programming language.
  • A. Thomas Armstrong
    Thomas Armstrong is a name shared by several notable individuals, including figures in politics, literature, and the arts.
  • B. Warren Edward Armstrong
    Warren Edward Armstrong, better known as Warren Jabali, was an American professional basketball player renowned for his standout career in the American Basketball Association (ABA) during the late 1960s and 1970s.
  • C. Robert Armstrong
    Robert Armstrong is a common name shared by several notable individuals, including an American actor famous for his role in the 1933 film "King Kong" and a U.S. politician who served as a senator from Texas.
  • D. Richard Armstrong
    Richard Armstrong is an American museum director and curator best known for leading the Solomon R. Guggenheim Museum and its global network.
  • E. Richard Armstrong
    Richard Armstrong is a British conductor renowned for his leadership roles with major opera companies, including his tenure as music director of Scottish Opera.
  • 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_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.