Triple

T2431497
Position Surface form Disambiguated ID Type / Status
Subject Troy University Montgomery Campus E52855 entity
Predicate servesCommunity P82 FINISHED
Object Montgomery metropolitan area
The Montgomery metropolitan area is a regional urban hub in central Alabama centered on the city of Montgomery and its surrounding communities.
 E276267 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: Montgomery metropolitan area | Statement: [Troy University Montgomery Campus, servesCommunity, Montgomery metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montgomery metropolitan area
Context triple: [Troy University Montgomery Campus, servesCommunity, Montgomery metropolitan area]
  • A. Huntsville metropolitan area
    The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
  • B. Montgomery
    Montgomery is a common English and Scottish surname of Norman origin, historically associated with nobility and military figures.
  • C. Montgomery
    Montgomery is a historic market town in Powys, Wales, known for its medieval castle ruins and Georgian architecture.
  • D. Birmingham–Hoover metropolitan area
    The Birmingham–Hoover metropolitan area is a major urban and economic region in central Alabama centered on the cities of Birmingham and Hoover and their surrounding communities.
  • E. Gadsden Metropolitan Statistical Area
    The Gadsden Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Alabama centered on the city of Gadsden and its surrounding communities for demographic and economic analysis.
  • 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: Montgomery metropolitan area
Triple: [Troy University Montgomery Campus, servesCommunity, Montgomery metropolitan area]
Generated description
The Montgomery metropolitan area is a regional urban hub in central Alabama centered on the city of Montgomery and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montgomery metropolitan area
Target entity description: The Montgomery metropolitan area is a regional urban hub in central Alabama centered on the city of Montgomery and its surrounding communities.
  • A. Huntsville metropolitan area
    The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
  • B. Montgomery
    Montgomery is a historic market town in Powys, Wales, known for its medieval castle ruins and Georgian architecture.
  • C. Montgomery
    Montgomery is a common English and Scottish surname of Norman origin, historically associated with nobility and military figures.
  • D. Birmingham–Hoover metropolitan area
    The Birmingham–Hoover metropolitan area is a major urban and economic region in central Alabama centered on the cities of Birmingham and Hoover and their surrounding communities.
  • E. Gadsden Metropolitan Statistical Area
    The Gadsden Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Alabama centered on the city of Gadsden and its surrounding communities for demographic and economic analysis.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9c767a88190b31cbccdce8e8982 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cd7deac8190af5470c900ad44c1 completed March 9, 2026, 11:50 p.m.
NEDg Description generation batch_69af5d83b2b88190be360eaad2589358 completed March 9, 2026, 11:53 p.m.
NED2 Entity disambiguation (via description) batch_69af5dfd67c48190aa2a19c664861f90 completed March 9, 2026, 11:55 p.m.
Created at: March 6, 2026, 9:43 p.m.