Triple

T14244869
Position Surface form Disambiguated ID Type / Status
Subject Camille Flammarion E353105 entity
Predicate spouse P13 FINISHED
Object Gabrielle Renaudot Flammarion
Gabrielle Renaudot Flammarion was a French astronomer and author who contributed to observational astronomy and popular science, notably continuing and promoting the work of her husband, Camille Flammarion.
E1091032 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: Gabrielle Renaudot Flammarion | Statement: [Camille Flammarion, spouse, Gabrielle Renaudot Flammarion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gabrielle Renaudot Flammarion
Context triple: [Camille Flammarion, spouse, Gabrielle Renaudot Flammarion]
  • A. Camille Flammarion
    Camille Flammarion was a French astronomer, author, and popularizer of science known for his influential works on astronomy and spiritualism in the late 19th and early 20th centuries.
  • B. Georges Rayet
    Georges Rayet was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
  • C. Édouard Roche
    Édouard Roche was a 19th-century French astronomer and mathematician best known for formulating the Roche limit and making significant contributions to celestial mechanics.
  • D. Horace Lecoq de Boisbaudran
    Horace Lecoq de Boisbaudran was a 19th-century French painter and influential art teacher known for his innovative training methods that emphasized memory and observation, shaping artists such as Henri Fantin-Latour.
  • E. Jérôme Lalande
    Jérôme Lalande was an 18th-century French astronomer known for his work in celestial mechanics, star catalogues, and popularizing astronomy.
  • 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: Gabrielle Renaudot Flammarion
Triple: [Camille Flammarion, spouse, Gabrielle Renaudot Flammarion]
Generated description
Gabrielle Renaudot Flammarion was a French astronomer and author who contributed to observational astronomy and popular science, notably continuing and promoting the work of her husband, Camille Flammarion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gabrielle Renaudot Flammarion
Target entity description: Gabrielle Renaudot Flammarion was a French astronomer and author who contributed to observational astronomy and popular science, notably continuing and promoting the work of her husband, Camille Flammarion.
  • A. Camille Flammarion
    Camille Flammarion was a French astronomer, author, and popularizer of science known for his influential works on astronomy and spiritualism in the late 19th and early 20th centuries.
  • B. Georges Rayet
    Georges Rayet was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
  • C. Édouard Roche
    Édouard Roche was a 19th-century French astronomer and mathematician best known for formulating the Roche limit and making significant contributions to celestial mechanics.
  • D. Horace Lecoq de Boisbaudran
    Horace Lecoq de Boisbaudran was a 19th-century French painter and influential art teacher known for his innovative training methods that emphasized memory and observation, shaping artists such as Henri Fantin-Latour.
  • E. Jérôme Lalande
    Jérôme Lalande was an 18th-century French astronomer known for his work in celestial mechanics, star catalogues, and popularizing astronomy.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6245d6a481909ef665748cd4d64c completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1081148190b8830615a34711c0 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3f09579081908b229d0ad9befea3 completed May 8, 2026, 1:40 a.m.
NED2 Entity disambiguation (via description) batch_69fd3f5763e48190a4482cc01774adf4 completed May 8, 2026, 1:41 a.m.
Created at: April 10, 2026, 1:08 a.m.