Triple

T123361
Position Surface form Disambiguated ID Type / Status
Subject Birmingham–Hoover metropolitan area E2492 entity
Predicate containsMedicalDistrict P5120 FINISHED
Object UAB Medical District
UAB Medical District is a major healthcare and research hub in Birmingham, Alabama, centered around the University of Alabama at Birmingham’s medical and academic facilities.
E2493 NE FINISHED

How this triple was built (5 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: UAB Medical District | Statement: [Birmingham–Hoover metropolitan area, containsMedicalDistrict, UAB Medical District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UAB Medical District
Context triple: [Birmingham–Hoover metropolitan area, containsMedicalDistrict, UAB Medical District]
  • A. University of Alabama at Birmingham
    The University of Alabama at Birmingham is a major public research university and academic medical center known for its strong health sciences programs and biomedical research.
  • B. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • C. Taubman Center for State and Local Government
    The Taubman Center for State and Local Government is a research and policy center at Harvard Kennedy School focused on improving governance, management, and policy innovation in state and local governments.
  • D. St. Mary’s Hospital Center
    St. Mary’s Hospital Center is a Montreal-based healthcare institution that serves as a major teaching hospital within the McGill University medical network.
  • E. Birmingham Museum of Art
    The Birmingham Museum of Art is a major regional art museum in Birmingham, Alabama, known for its extensive and diverse collection spanning Asian, European, American, and African art.
  • 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: UAB Medical District
Triple: [Birmingham–Hoover metropolitan area, containsMedicalDistrict, UAB Medical District]
Generated description
UAB Medical District is a major healthcare and research hub in Birmingham, Alabama, centered around the University of Alabama at Birmingham’s medical and academic facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UAB Medical District
Target entity description: UAB Medical District is a major healthcare and research hub in Birmingham, Alabama, centered around the University of Alabama at Birmingham’s medical and academic facilities.
  • A. University of Alabama at Birmingham chosen
    The University of Alabama at Birmingham is a major public research university and academic medical center known for its strong health sciences programs and biomedical research.
  • B. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • C. Taubman Center for State and Local Government
    The Taubman Center for State and Local Government is a research and policy center at Harvard Kennedy School focused on improving governance, management, and policy innovation in state and local governments.
  • D. St. Mary’s Hospital Center
    St. Mary’s Hospital Center is a Montreal-based healthcare institution that serves as a major teaching hospital within the McGill University medical network.
  • E. Birmingham Museum of Art
    The Birmingham Museum of Art is a major regional art museum in Birmingham, Alabama, known for its extensive and diverse collection spanning Asian, European, American, and African art.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsMedicalDistrict
Context triple: [Birmingham–Hoover metropolitan area, containsMedicalDistrict, UAB Medical District]
  • A. hasBusinessDistrict
    Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
  • B. servesAsPrimaryTeachingHospitalFor
    Indicates that one institution functions as the main clinical training and teaching site for another institution, typically a medical school or academic program.
  • C. hasShoppingDistrict
    Indicates that a place contains or is associated with a designated area where multiple shops and commercial retail activities are concentrated.
  • D. hasNeighbourhood
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • E. isTeachingHospitalFor
    Indicates that one institution serves as a clinical training site or educational facility for another, typically a medical school or health education program.
  • F. None of above. chosen

Provenance (7 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_69a251b54ea88190b18281669f59b4c0 completed Feb. 28, 2026, 2:23 a.m.
NER Named-entity recognition batch_69a2573b4e7481909ee09d2899f8a74b completed Feb. 28, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2982485348190b2b361aef7b42fc9 completed Feb. 28, 2026, 7:24 a.m.
NEDg Description generation batch_69a299032e748190b8f91ff2109c40fe completed Feb. 28, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69a29af5cf3c8190a88b5cbabea72cc5 completed Feb. 28, 2026, 7:36 a.m.
PD Predicate disambiguation batch_69a2564928208190966a619680a0d6e2 completed Feb. 28, 2026, 2:43 a.m.
PDg Predicate description generation batch_69a256c72f6c81909b619b90d829d86e completed Feb. 28, 2026, 2:45 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.