Triple

T2057281
Position Surface form Disambiguated ID Type / Status
Subject Johnson City, Tennessee E45702 entity
Predicate majorEmployer P588 FINISHED
Object Ballad Health
Ballad Health is a regional healthcare system serving communities in Northeast Tennessee and Southwest Virginia through a network of hospitals, clinics, and related medical services.
 E228893 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: Ballad Health | Statement: [Johnson City, Tennessee, majorEmployer, Ballad Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ballad Health
Context triple: [Johnson City, Tennessee, majorEmployer, Ballad Health]
  • A. The Ball
    The Ball is the popular nickname for Reunion Tower, a distinctive geodesic observation tower and Dallas landmark known for its glowing spherical top.
  • B. The Ball
    "The Ball" is a short story by renowned Japanese author Ryūnosuke Akutagawa, reflecting his characteristic blend of psychological insight and modernist narrative style.
  • C. Heartsease
    Heartsease is a common name for the wild pansy (Viola tricolor), a small European flowering plant known for its tricolored blooms and traditional use in herbal medicine.
  • D. A Song
    "A Song" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
  • E. Rollstone Hill
    Rollstone Hill is a prominent natural landmark overlooking the city of Fitchburg, Massachusetts, known for its rocky summit and historical significance to the local community.
  • 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: Ballad Health
Triple: [Johnson City, Tennessee, majorEmployer, Ballad Health]
Generated description
Ballad Health is a regional healthcare system serving communities in Northeast Tennessee and Southwest Virginia through a network of hospitals, clinics, and related medical services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ballad Health
Target entity description: Ballad Health is a regional healthcare system serving communities in Northeast Tennessee and Southwest Virginia through a network of hospitals, clinics, and related medical services.
  • A. The Ball
    The Ball is the popular nickname for Reunion Tower, a distinctive geodesic observation tower and Dallas landmark known for its glowing spherical top.
  • B. The Ball
    "The Ball" is a short story by renowned Japanese author Ryūnosuke Akutagawa, reflecting his characteristic blend of psychological insight and modernist narrative style.
  • C. Heartsease
    Heartsease is a common name for the wild pansy (Viola tricolor), a small European flowering plant known for its tricolored blooms and traditional use in herbal medicine.
  • D. A Song
    "A Song" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
  • E. Rollstone Hill
    Rollstone Hill is a prominent natural landmark overlooking the city of Fitchburg, Massachusetts, known for its rocky summit and historical significance to the local community.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9ae0130819089f7d62005466a45 completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2011bf20819094f4f3e88dfde9ea completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.