Triple

T5015736
Position Surface form Disambiguated ID Type / Status
Subject Apple September 2016 event E112736 entity
Predicate presenter P83 FINISHED
Object Jeff Williams
Jeff Williams is an American technology executive who serves as Apple's Chief Operating Officer and a key leader in the development and launch of major Apple products.
 E488089 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: Jeff Williams | Statement: [Apple September 2016 event, presenter, Jeff Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Williams
Context triple: [Apple September 2016 event, presenter, Jeff Williams]
  • A. Jerry Williams Jr.
    Jerry Williams Jr. was an American soul and R&B singer, songwriter, and producer, better known by his stage name Swamp Dogg.
  • B. Chris Williams
    Chris Williams is an American actor and comedian known for his roles in television series such as "Californication" and "Curb Your Enthusiasm."
  • C. Chris Williams
    Chris Williams is an American film director, screenwriter, and animator best known for his work on major Disney animated features such as Moana and Big Hero 6.
  • D. Glen Williams
    Glen Williams is a small historic village community located within the town of Halton Hills in Ontario, Canada.
  • E. Stephen Williams
    Stephen Williams is a television and film director and producer known for his work on acclaimed series such as Watchmen and Lost.
  • 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: Jeff Williams
Triple: [Apple September 2016 event, presenter, Jeff Williams]
Generated description
Jeff Williams is an American technology executive who serves as Apple's Chief Operating Officer and a key leader in the development and launch of major Apple products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Williams
Target entity description: Jeff Williams is an American technology executive who serves as Apple's Chief Operating Officer and a key leader in the development and launch of major Apple products.
  • A. Jerry Williams Jr.
    Jerry Williams Jr. was an American soul and R&B singer, songwriter, and producer, better known by his stage name Swamp Dogg.
  • B. Chris Williams
    Chris Williams is an American actor and comedian known for his roles in television series such as "Californication" and "Curb Your Enthusiasm."
  • C. Chris Williams
    Chris Williams is an American film director, screenwriter, and animator best known for his work on major Disney animated features such as Moana and Big Hero 6.
  • D. Glen Williams
    Glen Williams is a small historic village community located within the town of Halton Hills in Ontario, Canada.
  • E. Stephen Williams
    Stephen Williams is a television and film director and producer known for his work on acclaimed series such as Watchmen and Lost.
  • 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd732f4c5c8190b90f8e4daab458ee completed March 20, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c5e06fc8190bdd875c04cefd789 completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69be9e2508bc81909f24dd56e01d83fa completed March 21, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69be9e9b2d5c81908df67c69e7e96619 completed March 21, 2026, 1:35 p.m.
Created at: March 20, 2026, 1:35 p.m.