Triple

T31865
Position Surface form Disambiguated ID Type / Status
Subject Birmingham, Alabama E635 entity
Predicate hasInstitution P186 FINISHED
Object Southern Research
Southern Research is an independent, nonprofit scientific research organization known for its work in drug discovery, engineering, and energy and environmental technologies.
 E2494 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: Southern Research | Statement: [Birmingham, Alabama, hasInstitution, Southern Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Research
Context triple: [Birmingham, Alabama, hasInstitution, Southern Research]
  • A. Research Triangle
    The Research Triangle is a major metropolitan region in North Carolina known for its concentration of universities, high-tech research, and innovation-driven industries.
  • B. Carnegie Institution of Washington
    The Carnegie Institution of Washington is a private, nonprofit scientific research organization founded by Andrew Carnegie that supports advanced research across fields such as astronomy, biology, and earth sciences.
  • C. Geophysical Service Incorporated
    Geophysical Service Incorporated was an early geophysical exploration company that evolved into Texas Instruments, playing a foundational role in the development of modern electronics and semiconductor technology.
  • D. Stanford Research Institute
    Stanford Research Institute (now SRI International) is a prominent independent nonprofit research and innovation center known for pioneering advances in computing, artificial intelligence, and other cutting-edge technologies.
  • E. Augmentation Research Center
    The Augmentation Research Center was a pioneering research group at SRI International led by Douglas Engelbart, known for groundbreaking work in interactive computing, including the development of the oN-Line System (NLS), the computer mouse, and early hypertext.
  • 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: Southern Research
Triple: [Birmingham, Alabama, hasInstitution, Southern Research]
Generated description
Southern Research is an independent, nonprofit scientific research organization known for its work in drug discovery, engineering, and energy and environmental technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Research
Target entity description: Southern Research is an independent, nonprofit scientific research organization known for its work in drug discovery, engineering, and energy and environmental technologies.
  • A. Research Triangle
    The Research Triangle is a major metropolitan region in North Carolina known for its concentration of universities, high-tech research, and innovation-driven industries.
  • B. Carnegie Institution of Washington
    The Carnegie Institution of Washington is a private, nonprofit scientific research organization founded by Andrew Carnegie that supports advanced research across fields such as astronomy, biology, and earth sciences.
  • C. Geophysical Service Incorporated
    Geophysical Service Incorporated was an early geophysical exploration company that evolved into Texas Instruments, playing a foundational role in the development of modern electronics and semiconductor technology.
  • D. Stanford Research Institute
    Stanford Research Institute (now SRI International) is a prominent independent nonprofit research and innovation center known for pioneering advances in computing, artificial intelligence, and other cutting-edge technologies.
  • E. Augmentation Research Center
    The Augmentation Research Center was a pioneering research group at SRI International led by Douglas Engelbart, known for groundbreaking work in interactive computing, including the development of the oN-Line System (NLS), the computer mouse, and early hypertext.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a2487838f881908ab8eda6c6ae53e4 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e5ec6308190ad27b8b28b3f59d2 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a250c9b7388190a997ec073d9d0500 completed Feb. 28, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69a2512bd888819097e930e961f5fffa completed Feb. 28, 2026, 2:21 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.