Triple

T5465248
Position Surface form Disambiguated ID Type / Status
Subject Avie Tevanian E122691 entity
Predicate workedWith P398 FINISHED
Object Bertrand Serlet
Bertrand Serlet is a French software engineer best known for his leadership role in developing macOS at Apple after previously working on NeXTSTEP with Steve Jobs.
E524123 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: Bertrand Serlet | Statement: [Avie Tevanian, workedWith, Bertrand Serlet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bertrand Serlet
Context triple: [Avie Tevanian, workedWith, Bertrand Serlet]
  • A. Frédéric Boissonnas
    Frédéric Boissonnas was a pioneering Swiss photographer renowned for his early 20th-century landscape and travel photography, particularly his influential work documenting Greece and its mountains.
  • B. Pierre Sermanet
    Pierre Sermanet is a computer scientist and researcher known for his contributions to deep learning and computer vision, including work on convolutional neural networks at Google/DeepMind.
  • C. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • D. Jérôme Coumet
    Jérôme Coumet is a French politician who serves as the mayor of Paris's 13th arrondissement.
  • E. Robert Opron
    Robert Opron was a renowned French automobile designer best known for his influential work at Citroën in the 1960s and 1970s, where he shaped several iconic models.
  • 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: Bertrand Serlet
Triple: [Avie Tevanian, workedWith, Bertrand Serlet]
Generated description
Bertrand Serlet is a French software engineer best known for his leadership role in developing macOS at Apple after previously working on NeXTSTEP with Steve Jobs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bertrand Serlet
Target entity description: Bertrand Serlet is a French software engineer best known for his leadership role in developing macOS at Apple after previously working on NeXTSTEP with Steve Jobs.
  • A. Frédéric Boissonnas
    Frédéric Boissonnas was a pioneering Swiss photographer renowned for his early 20th-century landscape and travel photography, particularly his influential work documenting Greece and its mountains.
  • B. Pierre Sermanet
    Pierre Sermanet is a computer scientist and researcher known for his contributions to deep learning and computer vision, including work on convolutional neural networks at Google/DeepMind.
  • C. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • D. Jérôme Coumet
    Jérôme Coumet is a French politician who serves as the mayor of Paris's 13th arrondissement.
  • E. Robert Opron
    Robert Opron was a renowned French automobile designer best known for his influential work at Citroën in the 1960s and 1970s, where he shaped several iconic models.
  • 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_69bd4643f16081908d7f29e08096115a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd920590b481909b92091678ff1414 completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c6c2454819096da8367f6b94233 completed March 22, 2026, 4:13 a.m.
NEDg Description generation batch_69bf6e20dd9c8190a6d379aa9ad79b4c completed March 22, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69bf6e62f03481908fbbeb931defcc05 completed March 22, 2026, 4:21 a.m.
Created at: March 20, 2026, 2:08 p.m.