Triple

T11961651
Position Surface form Disambiguated ID Type / Status
Subject Joseph L. Doob E284682 entity
Predicate familyName P18 FINISHED
Object Doob
Doob is a surname most notably associated with Joseph L. Doob, an influential American mathematician known for his foundational work in probability theory and stochastic processes.
E956287 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: Doob | Statement: [Joseph L. Doob, familyName, Doob]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doob
Context triple: [Joseph L. Doob, familyName, Doob]
  • A. Dobb
    Dobb is a variant form of the name Dobbs, likely used as a surname or given name.
  • B. Dobkin
    Dobkin is a Jewish surname borne by various notable individuals, including figures in Israeli politics, arts, and public life.
  • C. Daboll
    Daboll is a surname most prominently associated with Brian Daboll, a professional American football coach in the National Football League.
  • D. Earl
    An Earl is a noble rank in the British and some European peerage systems, historically positioned below a marquess and above a viscount.
  • E. Earl
    Earl is one of the two laid-back alien protagonists from the funky, comedic video game series "ToeJam & Earl."
  • 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: Doob
Triple: [Joseph L. Doob, familyName, Doob]
Generated description
Doob is a surname most notably associated with Joseph L. Doob, an influential American mathematician known for his foundational work in probability theory and stochastic processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doob
Target entity description: Doob is a surname most notably associated with Joseph L. Doob, an influential American mathematician known for his foundational work in probability theory and stochastic processes.
  • A. Dobb
    Dobb is a variant form of the name Dobbs, likely used as a surname or given name.
  • B. Dobkin
    Dobkin is a Jewish surname borne by various notable individuals, including figures in Israeli politics, arts, and public life.
  • C. Daboll
    Daboll is a surname most prominently associated with Brian Daboll, a professional American football coach in the National Football League.
  • D. Earl
    An Earl is a noble rank in the British and some European peerage systems, historically positioned below a marquess and above a viscount.
  • E. Earl
    Earl is one of the two laid-back alien protagonists from the funky, comedic video game series "ToeJam & Earl."
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9037848f481908276716675464464 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4592fa9a48190a0450e3d0c57c4d3 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.