Triple

T1086899
Position Surface form Disambiguated ID Type / Status
Subject Revised Julian calendar E24072 entity
Predicate proposedBy P32 FINISHED
Object Milutin Milanković
Milutin Milanković was a Serbian mathematician, astronomer, and climatologist best known for his theory of long-term climate cycles driven by variations in Earth's orbit, now called Milankovitch cycles.
E125048 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: Milutin Milanković | Statement: [Revised Julian calendar, proposedBy, Milutin Milanković]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milutin Milanković
Context triple: [Revised Julian calendar, proposedBy, Milutin Milanković]
  • A. Jovan Cvijić
    Jovan Cvijić was a prominent Serbian geographer and ethnologist known for his pioneering work on the geography and ethnography of the Balkan Peninsula.
  • B. Fritz Zwicky
    Fritz Zwicky was a Swiss astronomer and physicist best known for pioneering work on dark matter, supernovae, and galaxy clusters, profoundly shaping modern astrophysics.
  • C. Vladimir Vernadsky
    Vladimir Vernadsky was a pioneering Russian and Soviet scientist best known as one of the founders of geochemistry, biogeochemistry, and the concept of the biosphere.
  • D. Josef Stefan
    Josef Stefan was a 19th-century Austrian physicist best known for formulating the Stefan–Boltzmann law relating the temperature of a black body to its radiant energy.
  • E. Wilhelm Keppler
    Wilhelm Keppler was a German industrialist and early economic adviser to Adolf Hitler who became a prominent Nazi official involved in the regime’s economic and industrial policies.
  • 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: Milutin Milanković
Triple: [Revised Julian calendar, proposedBy, Milutin Milanković]
Generated description
Milutin Milanković was a Serbian mathematician, astronomer, and climatologist best known for his theory of long-term climate cycles driven by variations in Earth's orbit, now called Milankovitch cycles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milutin Milanković
Target entity description: Milutin Milanković was a Serbian mathematician, astronomer, and climatologist best known for his theory of long-term climate cycles driven by variations in Earth's orbit, now called Milankovitch cycles.
  • A. Jovan Cvijić
    Jovan Cvijić was a prominent Serbian geographer and ethnologist known for his pioneering work on the geography and ethnography of the Balkan Peninsula.
  • B. Fritz Zwicky
    Fritz Zwicky was a Swiss astronomer and physicist best known for pioneering work on dark matter, supernovae, and galaxy clusters, profoundly shaping modern astrophysics.
  • C. Vladimir Vernadsky
    Vladimir Vernadsky was a pioneering Russian and Soviet scientist best known as one of the founders of geochemistry, biogeochemistry, and the concept of the biosphere.
  • D. Josef Stefan
    Josef Stefan was a 19th-century Austrian physicist best known for formulating the Stefan–Boltzmann law relating the temperature of a black body to its radiant energy.
  • E. Wilhelm Keppler
    Wilhelm Keppler was a German industrialist and early economic adviser to Adolf Hitler who became a prominent Nazi official involved in the regime’s economic and industrial policies.
  • 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_69a49404428c819092dcc9632f5f7b8b completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b963161081908a523c8d63871652 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42b1de9c8190ba5a4a0283034367 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac43a06d3c819087cc9b92012bb979 completed March 7, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ac4779f86c819096d639a9a5df61a6 completed March 7, 2026, 3:42 p.m.
Created at: March 1, 2026, 7:42 p.m.