Triple

T123343
Position Surface form Disambiguated ID Type / Status
Subject Birmingham–Hoover metropolitan area E2492 entity
Predicate hasCounty P285 FINISHED
Object St. Clair County, Alabama
St. Clair County, Alabama is a county in central Alabama that forms part of the greater Birmingham–Hoover urban and economic region.
E24624 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: St. Clair County, Alabama | Statement: [Birmingham–Hoover metropolitan area, hasCounty, St. Clair County, Alabama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: St. Clair County, Alabama
Context triple: [Birmingham–Hoover metropolitan area, hasCounty, St. Clair County, Alabama]
  • A. Jefferson County, Alabama
    Jefferson County, Alabama is an urban county in north-central Alabama that includes Birmingham, the state’s largest city and a major industrial and economic center.
  • B. Shelby County, Alabama
    Shelby County, Alabama is a suburban county in central Alabama, known for its fast-growing communities just south of Birmingham and a mix of residential, commercial, and natural areas.
  • C. Lawrence County
    Lawrence County is a county in western Pennsylvania that forms part of the greater Pittsburgh metropolitan region.
  • D. LaRue County
    LaRue County is a rural county in central Kentucky best known as the birthplace region of Abraham Lincoln, with Hodgenville as its county seat.
  • E. Pike County
    Pike County is a county in west-central Georgia, United States, known for its rural character and location within the Atlanta metropolitan area’s broader region.
  • 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: St. Clair County, Alabama
Triple: [Birmingham–Hoover metropolitan area, hasCounty, St. Clair County, Alabama]
Generated description
St. Clair County, Alabama is a county in central Alabama that forms part of the greater Birmingham–Hoover urban and economic region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: St. Clair County, Alabama
Target entity description: St. Clair County, Alabama is a county in central Alabama that forms part of the greater Birmingham–Hoover urban and economic region.
  • A. Jefferson County, Alabama
    Jefferson County, Alabama is an urban county in north-central Alabama that includes Birmingham, the state’s largest city and a major industrial and economic center.
  • B. Shelby County, Alabama
    Shelby County, Alabama is a suburban county in central Alabama, known for its fast-growing communities just south of Birmingham and a mix of residential, commercial, and natural areas.
  • C. Lawrence County
    Lawrence County is a county in western Pennsylvania that forms part of the greater Pittsburgh metropolitan region.
  • D. LaRue County
    LaRue County is a rural county in central Kentucky best known as the birthplace region of Abraham Lincoln, with Hodgenville as its county seat.
  • E. Pike County
    Pike County is a county in west-central Georgia, United States, known for its rural character and location within the Atlanta metropolitan area’s broader region.
  • 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_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_69a311574d248190b4769473012a3106 completed Feb. 28, 2026, 4:01 p.m.
NEDg Description generation batch_69a311e8cd04819097b25a1f70ee1786 completed Feb. 28, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69a3127429ac8190aba44dc87716bc6e completed Feb. 28, 2026, 4:06 p.m.
Created at: Feb. 28, 2026, 2:27 a.m.