Triple

T14216402
Position Surface form Disambiguated ID Type / Status
Subject Professor Marius E352361 entity
Predicate employer P7 FINISHED
Object Bi-Al Foundation
Bi-Al Foundation is an organization that employs Professor Marius, likely operating in an academic, research, or philanthropic capacity.
E1084836 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: Bi-Al Foundation | Statement: [Professor Marius, employer, Bi-Al Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bi-Al Foundation
Context triple: [Professor Marius, employer, Bi-Al Foundation]
  • A. Menil Foundation
    The Menil Foundation is a Houston-based nonprofit organization that oversees and supports the Menil Collection and related art, cultural, and architectural initiatives established by John and Dominique de Menil.
  • B. Samueli Foundation
    The Samueli Foundation is a philanthropic organization that supports education, health, and community initiatives, particularly in science, technology, engineering, and mathematics.
  • C. Adelson Family Foundation
    The Adelson Family Foundation is a philanthropic organization that supports causes such as Jewish education, Israel-related initiatives, and medical research, funded primarily by the wealth of casino magnate Sheldon Adelson and his family.
  • D. Raikes Foundation
    The Raikes Foundation is a philanthropic organization founded by former Microsoft executive Jeff Raikes and his wife Tricia to support youth development, education, and efforts to reduce youth homelessness.
  • E. Bloomberg Family Foundation
    Bloomberg Family Foundation is the charitable organization established by Michael R. Bloomberg and his family that underpins the global philanthropic work of Bloomberg Philanthropies.
  • 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: Bi-Al Foundation
Triple: [Professor Marius, employer, Bi-Al Foundation]
Generated description
Bi-Al Foundation is an organization that employs Professor Marius, likely operating in an academic, research, or philanthropic capacity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bi-Al Foundation
Target entity description: Bi-Al Foundation is an organization that employs Professor Marius, likely operating in an academic, research, or philanthropic capacity.
  • A. Menil Foundation
    The Menil Foundation is a Houston-based nonprofit organization that oversees and supports the Menil Collection and related art, cultural, and architectural initiatives established by John and Dominique de Menil.
  • B. Samueli Foundation
    The Samueli Foundation is a philanthropic organization that supports education, health, and community initiatives, particularly in science, technology, engineering, and mathematics.
  • C. Adelson Family Foundation
    The Adelson Family Foundation is a philanthropic organization that supports causes such as Jewish education, Israel-related initiatives, and medical research, funded primarily by the wealth of casino magnate Sheldon Adelson and his family.
  • D. Raikes Foundation
    The Raikes Foundation is a philanthropic organization founded by former Microsoft executive Jeff Raikes and his wife Tricia to support youth development, education, and efforts to reduce youth homelessness.
  • E. Bloomberg Family Foundation
    Bloomberg Family Foundation is the charitable organization established by Michael R. Bloomberg and his family that underpins the global philanthropic work of Bloomberg Philanthropies.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd195bcf4c8190b0b4b704b0b6fa45 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1a4485e88190a835b9aadc304e3d completed May 7, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69fd1ab75e8c819091ebc3b4bc16f2cb completed May 7, 2026, 11:05 p.m.
Created at: April 10, 2026, 1:06 a.m.