Triple

T11120983
Position Surface form Disambiguated ID Type / Status
Subject Marcelin Berthelot E263013 entity
Predicate familyName P18 FINISHED
Object Berthelot
Berthelot is a French surname most notably associated with the influential 19th-century chemist and politician Marcelin Berthelot.
 E906386 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: Berthelot | Statement: [Marcelin Berthelot, familyName, Berthelot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berthelot
Context triple: [Marcelin Berthelot, familyName, Berthelot]
  • A. Richet
    Richet is a French surname most notably associated with Charles Richet, the Nobel Prize–winning physiologist who discovered and named anaphylaxis.
  • B. Gouy
    Gouy is a small commune in northern France located within the administrative boundaries of the canton of Le Cateau-Cambrésis.
  • C. Desmoulins
    Desmoulins is a French surname most famously borne by Camille Desmoulins, a prominent journalist and revolutionary figure during the French Revolution.
  • D. Arago
    Arago was a prominent 19th-century French physicist, astronomer, and politician known for his work on optics, electromagnetism, and the popularization of science.
  • E. Marcelin
    Marcelin is a French diminutive form of the given name Marcel, often used as an affectionate or familiar variant.
  • 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: Berthelot
Triple: [Marcelin Berthelot, familyName, Berthelot]
Generated description
Berthelot is a French surname most notably associated with the influential 19th-century chemist and politician Marcelin Berthelot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berthelot
Target entity description: Berthelot is a French surname most notably associated with the influential 19th-century chemist and politician Marcelin Berthelot.
  • A. Richet
    Richet is a French surname most notably associated with Charles Richet, the Nobel Prize–winning physiologist who discovered and named anaphylaxis.
  • B. Gouy
    Gouy is a small commune in northern France located within the administrative boundaries of the canton of Le Cateau-Cambrésis.
  • C. Desmoulins
    Desmoulins is a French surname most famously borne by Camille Desmoulins, a prominent journalist and revolutionary figure during the French Revolution.
  • D. Arago
    Arago was a prominent 19th-century French physicist, astronomer, and politician known for his work on optics, electromagnetism, and the popularization of science.
  • E. Marcelin
    Marcelin is a French diminutive form of the given name Marcel, often used as an affectionate or familiar variant.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79af911b881908168f23a4918231c completed April 9, 2026, 12:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d8406988190837a16d7ad8048d1 completed April 19, 2026, 1:19 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
Created at: April 8, 2026, 9:28 p.m.