Triple

T34585570
Position Surface form Disambiguated ID Type / Status
Subject Three-manifolds with positive Ricci curvature E888034 entity
Predicate hasAuthorInitials P137577 FINISHED
Object R. S. Hamilton
R. S. Hamilton is an American mathematician renowned for pioneering the Ricci flow technique, which laid the groundwork for the proof of the Poincaré conjecture and revolutionized geometric analysis.
 E2103090 NE FINISHED

How this triple was built (3 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: R. S. Hamilton | Statement: [Three-manifolds with positive Ricci curvature, hasAuthorInitials, R. S. Hamilton]
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: R. S. Hamilton
Triple: [Three-manifolds with positive Ricci curvature, hasAuthorInitials, R. S. Hamilton]
Generated description
R. S. Hamilton is an American mathematician renowned for pioneering the Ricci flow technique, which laid the groundwork for the proof of the Poincaré conjecture and revolutionized geometric analysis.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasAuthorInitials
Context triple: [Three-manifolds with positive Ricci curvature, hasAuthorInitials, R. S. Hamilton]
  • A. hasAuthorGivenNames chosen
    Indicates that an entity is associated with the given (first and middle) name or names of its author.
  • B. hasAuthor
    Indicates that an entity is written or created by a specific author.
  • C. hasAuthorSurname
    Indicates that an entity (such as a work or publication) has an associated author whose family name is the specified surname.
  • D. hasAuthorTitle
    Indicates that an author holds or is designated by a specific title (e.g., professional, honorific, or role-based).
  • E. hasAuthorOf
    Indicates that one entity is the author or creator of another entity (such as a work, document, or publication).
  • F. None of above.

Provenance (6 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_69f349d25cbc8190869998de5915886b completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_69fd2839880c819099a7a89783f2270e completed May 8, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a37363d4ba48190bb06859892f1e180 completed June 21, 2026, 12:54 a.m.
NEDg Description generation batch_6a37372aa9608190a607c9b4d0c4f978 completed June 21, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_6a373a7631588190a8fb371e7e7338ac completed June 21, 2026, 1:12 a.m.
PD Predicate disambiguation batch_69fd23dc5da48190ae8ba08947d34956 completed May 7, 2026, 11:44 p.m.
Created at: May 1, 2026, 2:03 a.m.