Triple

T22426232
Position Surface form Disambiguated ID Type / Status
Subject Loudoun County Parks, Recreation and Community Services E554374 entity
Predicate abbreviation P43 FINISHED
Object PRCS
PRCS is the county agency responsible for managing parks, recreational programs, and community services in Loudoun County, Virginia.
 E1536007 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: PRCS | Statement: [Loudoun County Parks, Recreation and Community Services, abbreviation, PRCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PRCS
Context triple: [Loudoun County Parks, Recreation and Community Services, abbreviation, PRCS]
  • A. PRTC
    PRTC was a leftist Salvadoran guerrilla organization that became one of the constituent groups of the Farabundo Martí National Liberation Front (FMLN) during El Salvador’s civil war.
  • B. PRTC
    PRTC is a public transit agency serving Northern Virginia with commuter and local bus services.
  • C. PRTC
    PRTC stands for Primary Reference Time Clock, a highly accurate timing source used in telecommunications networks to provide traceable time and phase synchronization.
  • D. PRAC
    PRAC is a committee within the European Medicines Agency responsible for assessing and monitoring the safety of human medicines.
  • E. PRU
    PRU is the stock ticker symbol for Prudential Financial, a major U.S.-based financial services and insurance company.
  • 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: PRCS
Triple: [Loudoun County Parks, Recreation and Community Services, abbreviation, PRCS]
Generated description
PRCS is the county agency responsible for managing parks, recreational programs, and community services in Loudoun County, Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PRCS
Target entity description: PRCS is the county agency responsible for managing parks, recreational programs, and community services in Loudoun County, Virginia.
  • A. PRTC
    PRTC is a public transit agency serving Northern Virginia with commuter and local bus services.
  • B. PRTC
    PRTC was a leftist Salvadoran guerrilla organization that became one of the constituent groups of the Farabundo Martí National Liberation Front (FMLN) during El Salvador’s civil war.
  • C. PRTC
    PRTC stands for Primary Reference Time Clock, a highly accurate timing source used in telecommunications networks to provide traceable time and phase synchronization.
  • D. PRAC
    PRAC is a committee within the European Medicines Agency responsible for assessing and monitoring the safety of human medicines.
  • E. PRU
    PRU is the stock ticker symbol for Prudential Financial, a major U.S.-based financial services and insurance company.
  • 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_69e11e4f2d0c819091aa3558ea2ee630 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15a2d4dd88190a156c24b02b1591b completed April 29, 2026, 1:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0f2bbf881909487299d630f73c4 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0af28a8d5881908217c6f49363d411 completed May 18, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0af311f6448190a7e8196bb0e0d4fb completed May 18, 2026, 11:08 a.m.
Created at: April 16, 2026, 8:47 p.m.