Triple

T846559

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tony Hoare	`E18287`	entity
Predicate	employer	`P7`	FINISHED
Object	Microsoft Research Cambridge Microsoft Research Cambridge is a leading European research laboratory of Microsoft focused on advancing computer science and related fields through fundamental and applied research.	`E100209`	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: Microsoft Research Cambridge | Statement: [Tony Hoare, employer, Microsoft Research Cambridge]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Microsoft Research Cambridge
Context triple: [Tony Hoare, employer, Microsoft Research Cambridge]

A. Intel Labs
Intel Labs is the research and innovation arm of Intel, focused on advancing cutting-edge technologies in areas such as computing, artificial intelligence, and semiconductor design.
B. Google Research
Google Research is the research division of Google focused on advancing the state of the art in computer science and artificial intelligence through fundamental and applied research.
C. Alberta Machine Intelligence Institute
The Alberta Machine Intelligence Institute (Amii) is a leading Canadian research institute and innovation hub focused on advancing artificial intelligence and machine learning through academic research, industry collaboration, and talent development.
D. Computer Science and Artificial Intelligence Laboratory (CSAIL)
The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
E. MIT laboratories
MIT laboratories are the research facilities and centers at the Massachusetts Institute of Technology where faculty and students conduct cutting-edge scientific and technological research.
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: Microsoft Research Cambridge
Triple: [Tony Hoare, employer, Microsoft Research Cambridge]

Generated description

Microsoft Research Cambridge is a leading European research laboratory of Microsoft focused on advancing computer science and related fields through fundamental and applied research.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Microsoft Research Cambridge
Target entity description: Microsoft Research Cambridge is a leading European research laboratory of Microsoft focused on advancing computer science and related fields through fundamental and applied research.

A. Intel Labs
Intel Labs is the research and innovation arm of Intel, focused on advancing cutting-edge technologies in areas such as computing, artificial intelligence, and semiconductor design.
B. Google Research
Google Research is the research division of Google focused on advancing the state of the art in computer science and artificial intelligence through fundamental and applied research.
C. Alberta Machine Intelligence Institute
The Alberta Machine Intelligence Institute (Amii) is a leading Canadian research institute and innovation hub focused on advancing artificial intelligence and machine learning through academic research, industry collaboration, and talent development.
D. Computer Science and Artificial Intelligence Laboratory (CSAIL)
The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
E. MIT laboratories
MIT laboratories are the research facilities and centers at the Massachusetts Institute of Technology where faculty and students conduct cutting-edge scientific and technological research.
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_69a4938b04208190b82e1df6b572c548`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4ac0ba6b4819089c15ed7e1765502`	completed	March 1, 2026, 9:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7929e65d08190bcea03f581288cc4`	completed	March 4, 2026, 2:02 a.m.
NEDg	Description generation	`batch_69a7937c2ce481908c04e08e2be02985`	completed	March 4, 2026, 2:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69a79761ee34819094a0558ef195d8a0`	completed	March 4, 2026, 2:22 a.m.

Created at: March 1, 2026, 7:38 p.m.