Triple

T3995365
Position Surface form Disambiguated ID Type / Status
Subject Paul Steinhardt E87085 entity
Predicate coAuthor P398 FINISHED
Object Dmitri Khmelnitskii
Dmitri Khmelnitskii is a theoretical physicist known for his contributions to condensed matter physics, particularly in the study of phase transitions and critical phenomena.
E408782 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: Dmitri Khmelnitskii | Statement: [Paul Steinhardt, coAuthor, Dmitri Khmelnitskii]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dmitri Khmelnitskii
Context triple: [Paul Steinhardt, coAuthor, Dmitri Khmelnitskii]
  • A. Bohdan Khmelnytsky
    Bohdan Khmelnytsky was a 17th-century Cossack leader who led a major uprising against the Polish–Lithuanian Commonwealth and laid the foundations of early modern Ukrainian statehood.
  • B. Ivan Mazepa
    Ivan Mazepa was a prominent late 17th–early 18th century Ukrainian hetman known for his efforts to strengthen the autonomy of the Cossack state and for his controversial alliance with Sweden against the Russian Empire.
  • C. Petro Konashevych-Sahaidachny
    Petro Konashevych-Sahaidachny was a prominent early 17th-century Ukrainian Cossack hetman known for modernizing the Cossack army and playing a key role in military and political affairs of the Polish–Lithuanian Commonwealth.
  • D. Pylyp Orlyk
    Pylyp Orlyk was an early 18th-century Cossack statesman and hetman in exile, best known for authoring one of Europe’s first constitutional documents outlining a democratic vision for the Cossack state.
  • E. Shvarn Danylovych
    Shvarn Danylovych was a 13th-century prince who briefly ruled the Kingdom of Galicia–Volhynia and also became Grand Duke of Lithuania through dynastic ties.
  • 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: Dmitri Khmelnitskii
Triple: [Paul Steinhardt, coAuthor, Dmitri Khmelnitskii]
Generated description
Dmitri Khmelnitskii is a theoretical physicist known for his contributions to condensed matter physics, particularly in the study of phase transitions and critical phenomena.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dmitri Khmelnitskii
Target entity description: Dmitri Khmelnitskii is a theoretical physicist known for his contributions to condensed matter physics, particularly in the study of phase transitions and critical phenomena.
  • A. Bohdan Khmelnytsky
    Bohdan Khmelnytsky was a 17th-century Cossack leader who led a major uprising against the Polish–Lithuanian Commonwealth and laid the foundations of early modern Ukrainian statehood.
  • B. Ivan Mazepa
    Ivan Mazepa was a prominent late 17th–early 18th century Ukrainian hetman known for his efforts to strengthen the autonomy of the Cossack state and for his controversial alliance with Sweden against the Russian Empire.
  • C. Petro Konashevych-Sahaidachny
    Petro Konashevych-Sahaidachny was a prominent early 17th-century Ukrainian Cossack hetman known for modernizing the Cossack army and playing a key role in military and political affairs of the Polish–Lithuanian Commonwealth.
  • D. Pylyp Orlyk
    Pylyp Orlyk was an early 18th-century Cossack statesman and hetman in exile, best known for authoring one of Europe’s first constitutional documents outlining a democratic vision for the Cossack state.
  • E. Shvarn Danylovych
    Shvarn Danylovych was a 13th-century prince who briefly ruled the Kingdom of Galicia–Volhynia and also became Grand Duke of Lithuania through dynastic ties.
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa1f0fb88190aafbfdc98bc8652d completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5562139b481909faba39f4f36cd26 completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b5569d6b9c8190bea12fcfb9b444d9 completed March 14, 2026, 12:37 p.m.
NED2 Entity disambiguation (via description) batch_69b55706a2708190aeb41591b91f0fba completed March 14, 2026, 12:39 p.m.
Created at: March 9, 2026, 3:34 p.m.