Triple

T5674320
Position Surface form Disambiguated ID Type / Status
Subject Milutin Milanković E125048 entity
Predicate influencedBy P9 FINISHED
Object Joseph Adhémar
Joseph Adhémar was a 19th-century French mathematician and early climate theorist known for proposing that variations in Earth’s orbit could drive ice ages.
 E542460 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: Joseph Adhémar | Statement: [Milutin Milanković, influencedBy, Joseph Adhémar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joseph Adhémar
Context triple: [Milutin Milanković, influencedBy, Joseph Adhémar]
  • A. François Jouffroy
    François Jouffroy was a 19th-century French sculptor known for his neoclassical style and contributions to major Parisian monuments.
  • B. Jean-François-Thérèse Chalgrin
    Jean-François-Thérèse Chalgrin was a prominent French neoclassical architect best known for designing Paris’s Arc de Triomphe.
  • C. Albert de Franqueville
    Albert de Franqueville was a 19th-century mountaineer known for participating in the first recorded ascent of Aneto, the highest peak in the Pyrenees.
  • D. Adhémar Dion
    Adhémar Dion was the father of Canadian singer Celine Dion and a member of the large Dion family from Charlemagne, Quebec.
  • E. François Dupeyron
    François Dupeyron was a French film director and screenwriter known for his humanistic, character-driven dramas.
  • 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: Joseph Adhémar
Triple: [Milutin Milanković, influencedBy, Joseph Adhémar]
Generated description
Joseph Adhémar was a 19th-century French mathematician and early climate theorist known for proposing that variations in Earth’s orbit could drive ice ages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joseph Adhémar
Target entity description: Joseph Adhémar was a 19th-century French mathematician and early climate theorist known for proposing that variations in Earth’s orbit could drive ice ages.
  • A. François Jouffroy
    François Jouffroy was a 19th-century French sculptor known for his neoclassical style and contributions to major Parisian monuments.
  • B. Jean-François-Thérèse Chalgrin
    Jean-François-Thérèse Chalgrin was a prominent French neoclassical architect best known for designing Paris’s Arc de Triomphe.
  • C. Albert de Franqueville
    Albert de Franqueville was a 19th-century mountaineer known for participating in the first recorded ascent of Aneto, the highest peak in the Pyrenees.
  • D. Adhémar Dion
    Adhémar Dion was the father of Canadian singer Celine Dion and a member of the large Dion family from Charlemagne, Quebec.
  • E. François Dupeyron
    François Dupeyron was a French film director and screenwriter known for his humanistic, character-driven dramas.
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023717c648190b5dee8c1c6510e6d completed March 22, 2026, 5:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a2ec0b4819091ae7d18cf76aecc completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c05e02edc48190938613946f19df01 completed March 22, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c06209c3588190a6ededf9c198d5c5 completed March 22, 2026, 9:41 p.m.
Created at: March 22, 2026, 3:43 p.m.