Triple

T17693986
Position Surface form Disambiguated ID Type / Status
Subject Yuval Tassa E441110 entity
Predicate coAuthorWith P398 FINISHED
Object Jonathan J. Hunt
Jonathan J. Hunt is a researcher known for co-authoring academic work with Yuval Tassa, likely in the fields of control, robotics, or reinforcement learning.
 E1435652 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: Jonathan J. Hunt | Statement: [Yuval Tassa, coAuthorWith, Jonathan J. Hunt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jonathan J. Hunt
Context triple: [Yuval Tassa, coAuthorWith, Jonathan J. Hunt]
  • A. Jonathan J. Hunt
    Jonathan J. Hunt is a researcher in machine learning and control who is credited with introducing the Deep Deterministic Policy Gradient (DDPG) algorithm for continuous action reinforcement learning.
  • B. Jonathan Hunt
    Jonathan Hunt was a prominent early 19th-century American politician and lawyer from Vermont who served multiple terms in the U.S. House of Representatives.
  • C. Greg A. Hampson
    Greg A. Hampson is a television producer best known for his executive production work on the Disney Channel series "Wizards of Waverly Place."
  • D. Jonathan P. King
    Jonathan P. King is a notable individual recognized for achievements that have brought distinction to the King surname.
  • E. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • 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: Jonathan J. Hunt
Triple: [Yuval Tassa, coAuthorWith, Jonathan J. Hunt]
Generated description
Jonathan J. Hunt is a researcher known for co-authoring academic work with Yuval Tassa, likely in the fields of control, robotics, or reinforcement learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jonathan J. Hunt
Target entity description: Jonathan J. Hunt is a researcher known for co-authoring academic work with Yuval Tassa, likely in the fields of control, robotics, or reinforcement learning.
  • A. Jonathan J. Hunt
    Jonathan J. Hunt is a researcher in machine learning and control who is credited with introducing the Deep Deterministic Policy Gradient (DDPG) algorithm for continuous action reinforcement learning.
  • B. Jonathan Hunt
    Jonathan Hunt was a prominent early 19th-century American politician and lawyer from Vermont who served multiple terms in the U.S. House of Representatives.
  • C. Greg A. Hampson
    Greg A. Hampson is a television producer best known for his executive production work on the Disney Channel series "Wizards of Waverly Place."
  • D. Jonathan P. King
    Jonathan P. King is a notable individual recognized for achievements that have brought distinction to the King surname.
  • E. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4715485d88190b9b6f347ff85d7c7 completed April 19, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a089d1e39908190ae5ca60a62f10288 completed May 16, 2026, 4:36 p.m.
NEDg Description generation batch_6a089e8473188190956a0817cd7bbae0 completed May 16, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_6a089f04483481908fe015bd7514af35 completed May 16, 2026, 4:44 p.m.
Created at: April 10, 2026, 10:04 a.m.