Triple

T4957243
Position Surface form Disambiguated ID Type / Status
Subject Arnold B. Arons E111314 entity
Predicate familyName P18 FINISHED
Object Arons
Arons is the surname of Arnold B. Arons, a prominent American physicist and influential physics education researcher.
 E483023 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: Arons | Statement: [Arnold B. Arons, familyName, Arons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arons
Context triple: [Arnold B. Arons, familyName, Arons]
  • A. Aron
    Aron is a surname most notably associated with Raymond Aron, a prominent 20th-century French philosopher, sociologist, and political commentator.
  • B. Aron Julius
    Aron Julius is an actor known for his role in the German television series "Cucumber."
  • C. Arison
    Arison is a surname most prominently associated with the Israeli-American Arison family, known for its major roles in global business and philanthropy, including leadership of Carnival Corporation.
  • D. Furthman
    Furthman is a surname most notably associated with American screenwriter Jules Furthman, known for his work on classic Hollywood films.
  • E. Isaacs
    Isaacs is an Australian federal electoral division in the state of Victoria, represented in the House of Representatives.
  • 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: Arons
Triple: [Arnold B. Arons, familyName, Arons]
Generated description
Arons is the surname of Arnold B. Arons, a prominent American physicist and influential physics education researcher.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arons
Target entity description: Arons is the surname of Arnold B. Arons, a prominent American physicist and influential physics education researcher.
  • A. Aron
    Aron is a surname most notably associated with Raymond Aron, a prominent 20th-century French philosopher, sociologist, and political commentator.
  • B. Aron Julius
    Aron Julius is an actor known for his role in the German television series "Cucumber."
  • C. Arison
    Arison is a surname most prominently associated with the Israeli-American Arison family, known for its major roles in global business and philanthropy, including leadership of Carnival Corporation.
  • D. Furthman
    Furthman is a surname most notably associated with American screenwriter Jules Furthman, known for his work on classic Hollywood films.
  • E. Isaacs
    Isaacs is an Australian federal electoral division in the state of Victoria, represented in the House of Representatives.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d6ba9c8190932f8d81240c3f56 completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81e144a08190b66bf07e09b6ff55 completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be83b10e048190889289ac2ca9f07f completed March 21, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69be843e2e50819099b2b73498c7c16e completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:32 p.m.