Triple

T6417193
Position Surface form Disambiguated ID Type / Status
Subject Omer Reingold E127857 entity
Predicate employer P7 FINISHED
Object AT&T Labs – Research
AT&T Labs – Research is the research and development arm of AT&T, known for pioneering work in computer science, networking, and communications technologies.
E2027 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: [Omer Reingold, employer, AT&T Labs – Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AT&T Labs – Research
Context triple: [Omer Reingold, employer, 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: [Omer Reingold, employer, AT&T Labs – Research]
Generated description
AT&T Labs – Research is the research and development arm of AT&T, known for pioneering work in computer science, networking, and communications 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 and development arm of AT&T, known for pioneering work in computer science, networking, and communications 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 chosen
    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.

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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068ea06b08190901e0c0a18fd5170 completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640ce3f9481908fa96fb5b2bc8db9 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6415095488190ae506fb8ec95d4c6 completed March 27, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69c641b5ac988190bde502b6637736fe completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4:42 p.m.