Triple

T188833
Position Surface form Disambiguated ID Type / Status
Subject Pierre E3672 entity
Predicate borneBy P2834 FINISHED
Object Pierre Curie
Pierre Curie was a pioneering French physicist best known for his work on radioactivity, crystallography, and magnetism, and as the husband and research partner of Marie Curie.
E23915 NE FINISHED

How this triple was built (5 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: Pierre Curie | Statement: [Pierre, borneBy, Pierre Curie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pierre Curie
Context triple: [Pierre, borneBy, Pierre Curie]
  • A. Marie Curie
    Marie Curie was a pioneering physicist and chemist renowned for her groundbreaking research on radioactivity and as the first person to win Nobel Prizes in two different scientific fields.
  • B. Frédéric Joliot-Curie
    Frédéric Joliot-Curie was a French physicist, Nobel laureate, and pioneer of artificial radioactivity who played a key role in early nuclear research and was active in peace and anti-nuclear movements.
  • C. Jean Perrin
    Jean Perrin was a French physicist who confirmed the atomic nature of matter through his pioneering experimental studies of Brownian motion, work for which he received the 1926 Nobel Prize in Physics.
  • D. Wilhelm Röntgen
    Wilhelm Röntgen was a German physicist best known for discovering X-rays, a breakthrough that earned him the first-ever Nobel Prize in Physics in 1901.
  • E. James Chadwick
    James Chadwick was a British physicist best known for discovering the neutron and later playing a major scientific leadership role in the development of nuclear weapons during World War II.
  • 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: Pierre Curie
Triple: [Pierre, borneBy, Pierre Curie]
Generated description
Pierre Curie was a pioneering French physicist best known for his work on radioactivity, crystallography, and magnetism, and as the husband and research partner of Marie Curie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pierre Curie
Target entity description: Pierre Curie was a pioneering French physicist best known for his work on radioactivity, crystallography, and magnetism, and as the husband and research partner of Marie Curie.
  • A. Marie Curie
    Marie Curie was a pioneering physicist and chemist renowned for her groundbreaking research on radioactivity and as the first person to win Nobel Prizes in two different scientific fields.
  • B. Frédéric Joliot-Curie
    Frédéric Joliot-Curie was a French physicist, Nobel laureate, and pioneer of artificial radioactivity who played a key role in early nuclear research and was active in peace and anti-nuclear movements.
  • C. Jean Perrin
    Jean Perrin was a French physicist who confirmed the atomic nature of matter through his pioneering experimental studies of Brownian motion, work for which he received the 1926 Nobel Prize in Physics.
  • D. Wilhelm Röntgen
    Wilhelm Röntgen was a German physicist best known for discovering X-rays, a breakthrough that earned him the first-ever Nobel Prize in Physics in 1901.
  • E. James Chadwick
    James Chadwick was a British physicist best known for discovering the neutron and later playing a major scientific leadership role in the development of nuclear weapons during World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: borneBy
Context triple: [Pierre, borneBy, Pierre Curie]
  • A. carriedBy
    Indicates that one entity is physically supported and transported by another entity.
  • B. historicallyBorneBy chosen
    Indicates that an entity has carried, possessed, or used another entity (such as a name, title, or symbol) at some point in the past.
  • C. perpetratedBy
    Indicates that an action, event, or wrongdoing was carried out or caused by a particular agent or entity.
  • D. forcedBy
    Indicates that an entity is compelled or coerced into an action or state by another entity.
  • E. damagedBy
    Indicates that one entity has caused harm, impairment, or deterioration to another entity.
  • F. None of above.

Provenance (6 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2594abeec8190a48f36817e647fcd completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30287094c8190ad4669e856a29f6c completed Feb. 28, 2026, 2:58 p.m.
NEDg Description generation batch_69a3047bf9588190a147cea4f7b74f46 completed Feb. 28, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69a304fdf7888190b0e14ca4eeffe397 completed Feb. 28, 2026, 3:08 p.m.
PD Predicate disambiguation batch_69a25672332081909386f35f3ca15dd2 completed Feb. 28, 2026, 2:44 a.m.
Created at: Feb. 28, 2026, 2:41 a.m.