Triple

T7342378
Position Surface form Disambiguated ID Type / Status
Subject Patrick Haffner E169285 entity
Predicate hasAffiliation P467 FINISHED
Object AT&T Labs – Research
AT&T Labs – Research is the research division of AT&T focused on advancing telecommunications, networking, and related information technologies.
 E658606 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: AT&T Labs – Research | Statement: [Patrick Haffner, hasAffiliation, AT&T Labs – Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AT&T Labs – Research
Context triple: [Patrick Haffner, hasAffiliation, AT&T Labs – Research]
  • A. Berkeley Wireless Research Center
    Berkeley Wireless Research Center is a leading University of California, Berkeley research center focused on advancing wireless communications, circuits, and systems technologies.
  • B. 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.
  • C. Telcordia Technologies
    Telcordia Technologies is a telecommunications research and development company known for creating industry standards and software solutions for network planning, management, and operations.
  • D. Bell Telephone Laboratories
    Bell Telephone Laboratories was a pioneering American research and development organization renowned for groundbreaking innovations in telecommunications and electronics, including the invention of the transistor.
  • E. IBM Zürich Research Laboratory
    IBM Zürich Research Laboratory is a renowned Swiss research center of IBM known for pioneering work in nanotechnology, scanning probe microscopy, and solid-state physics, including Nobel Prize–winning innovations.
  • 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: AT&T Labs – Research
Triple: [Patrick Haffner, hasAffiliation, AT&T Labs – Research]
Generated description
AT&T Labs – Research is the research division of AT&T focused on advancing telecommunications, networking, and related information technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AT&T Labs – Research
Target entity description: AT&T Labs – Research is the research division of AT&T focused on advancing telecommunications, networking, and related information technologies.
  • A. Berkeley Wireless Research Center
    Berkeley Wireless Research Center is a leading University of California, Berkeley research center focused on advancing wireless communications, circuits, and systems technologies.
  • B. 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.
  • C. Telcordia Technologies
    Telcordia Technologies is a telecommunications research and development company known for creating industry standards and software solutions for network planning, management, and operations.
  • D. Bell Telephone Laboratories
    Bell Telephone Laboratories was a pioneering American research and development organization renowned for groundbreaking innovations in telecommunications and electronics, including the invention of the transistor.
  • E. IBM Zürich Research Laboratory
    IBM Zürich Research Laboratory is a renowned Swiss research center of IBM known for pioneering work in nanotechnology, scanning probe microscopy, and solid-state physics, including Nobel Prize–winning innovations.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0db2db8819088c4bed5d65571f6 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa867b7881908590ca1ea195b1b5 completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fc13167c819084ff05d780fc4394 completed March 28, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd453fac8190862000bd670b5695 completed March 28, 2026, 4:09 p.m.
Created at: March 27, 2026, 3:04 p.m.