Triple

T18705395
Position Surface form Disambiguated ID Type / Status
Subject Apache Airflow E457354 entity
Predicate originalAuthor P2806 FINISHED
Object Maxime Beauchemin
Maxime Beauchemin is a software engineer and entrepreneur best known for creating Apache Airflow and founding the data exploration platform Preset.
E1339006 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: Maxime Beauchemin | Statement: [Apache Airflow, originalAuthor, Maxime Beauchemin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maxime Beauchemin
Context triple: [Apache Airflow, originalAuthor, Maxime Beauchemin]
  • A. Alexandre Cloutier
    Alexandre Cloutier was a notable figure associated with Cloutierville, Louisiana, whose prominence in the area led to the community bearing his name.
  • B. Guillaume Côté
    Guillaume Côté is a renowned Canadian ballet dancer and choreographer, celebrated as one of the leading principal artists of his generation.
  • C. Maxime Chevalier-Boisvert
    Maxime Chevalier-Boisvert is a computer scientist and AI researcher known for her work on reinforcement learning environments and tools, including the widely used MiniGrid benchmark.
  • D. Calixte Lavallée
    Calixte Lavallée was a Canadian composer best known for writing the music to "O Canada," which later became Canada's national anthem.
  • E. Mathieu Caron
    Mathieu Caron is a notable individual who shares the surname Caron, recognized enough to be specifically cited as a bearer of the name.
  • 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: Maxime Beauchemin
Triple: [Apache Airflow, originalAuthor, Maxime Beauchemin]
Generated description
Maxime Beauchemin is a software engineer and entrepreneur best known for creating Apache Airflow and founding the data exploration platform Preset.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maxime Beauchemin
Target entity description: Maxime Beauchemin is a software engineer and entrepreneur best known for creating Apache Airflow and founding the data exploration platform Preset.
  • A. Alexandre Cloutier
    Alexandre Cloutier was a notable figure associated with Cloutierville, Louisiana, whose prominence in the area led to the community bearing his name.
  • B. Guillaume Côté
    Guillaume Côté is a renowned Canadian ballet dancer and choreographer, celebrated as one of the leading principal artists of his generation.
  • C. Maxime Chevalier-Boisvert
    Maxime Chevalier-Boisvert is a computer scientist and AI researcher known for her work on reinforcement learning environments and tools, including the widely used MiniGrid benchmark.
  • D. Calixte Lavallée
    Calixte Lavallée was a Canadian composer best known for writing the music to "O Canada," which later became Canada's national anthem.
  • E. Mathieu Caron
    Mathieu Caron is a notable individual who shares the surname Caron, recognized enough to be specifically cited as a bearer of the name.
  • 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_69d8d392aad081909fe31aa03e6e97d1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5671665bc8190b9b4a4ce4ec5b2eb completed April 19, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b3a95888190b09328d459164071 completed May 14, 2026, 1:54 a.m.
NEDg Description generation batch_6a052dec70cc8190b66909ce6225b2bb completed May 14, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_6a052edba614819084d818fe1cc84ca4 completed May 14, 2026, 2:09 a.m.
Created at: April 10, 2026, 11:49 a.m.