Triple

T17227151
Position Surface form Disambiguated ID Type / Status
Subject Naylor Prize and Lectureship in Applied Mathematics E418143 entity
Predicate notableRecipient P108 FINISHED
Object Andrew Stuart
Andrew Stuart is a prominent applied mathematician known for his influential work in areas such as stochastic analysis, numerical analysis, and data assimilation.
 E1258776 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: Andrew Stuart | Statement: [Naylor Prize and Lectureship in Applied Mathematics, notableRecipient, Andrew Stuart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Stuart
Context triple: [Naylor Prize and Lectureship in Applied Mathematics, notableRecipient, Andrew Stuart]
  • A. Andrew Stuart
    Andrew Stuart was an 18th-century Scottish lawyer, politician, and writer known for his involvement in high-profile legal cases and intellectual circles of the Scottish Enlightenment.
  • B. Neil Stuart
    Neil Stuart is an artist known for creating the cover artwork for Stephen King's novella "Apt Pupil."
  • C. Stuart Palmer
    Stuart Palmer was an American mystery writer and screenwriter best known for his Hildegarde Withers detective novels and his work in Hollywood during the mid-20th century.
  • D. Stuart Bailey
    Stuart Bailey is a fictional private detective best known as one of the main characters in the classic American television series "77 Sunset Strip."
  • E. Peter Stuart
    Peter Stuart is a musician best known as a member of the American power pop band Fountains of Wayne.
  • 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: Andrew Stuart
Triple: [Naylor Prize and Lectureship in Applied Mathematics, notableRecipient, Andrew Stuart]
Generated description
Andrew Stuart is a prominent applied mathematician known for his influential work in areas such as stochastic analysis, numerical analysis, and data assimilation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Stuart
Target entity description: Andrew Stuart is a prominent applied mathematician known for his influential work in areas such as stochastic analysis, numerical analysis, and data assimilation.
  • A. Andrew Stuart
    Andrew Stuart was an 18th-century Scottish lawyer, politician, and writer known for his involvement in high-profile legal cases and intellectual circles of the Scottish Enlightenment.
  • B. Neil Stuart
    Neil Stuart is an artist known for creating the cover artwork for Stephen King's novella "Apt Pupil."
  • C. Stuart Palmer
    Stuart Palmer was an American mystery writer and screenwriter best known for his Hildegarde Withers detective novels and his work in Hollywood during the mid-20th century.
  • D. Stuart Bailey
    Stuart Bailey is a fictional private detective best known as one of the main characters in the classic American television series "77 Sunset Strip."
  • E. Peter Stuart
    Peter Stuart is a musician best known as a member of the American power pop band Fountains of Wayne.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42de239a08190936a1d635b0b1b87 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0170ed74688190b15ef6d7e0cebe86 completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a017293d9588190a05faed14c668cc0 completed May 11, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0173423b448190816d10ad7b06da17 completed May 11, 2026, 6:12 a.m.
Created at: April 10, 2026, 5:39 a.m.