Triple

T17244032
Position Surface form Disambiguated ID Type / Status
Subject Lily Walsh E418573 entity
Predicate employer P7 FINISHED
Object Walsh Enterprises
Walsh Enterprises is a business organization that employs Lily Walsh, likely operating as a company or firm in her professional field.
 E1258619 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: Walsh Enterprises | Statement: [Lily Walsh, employer, Walsh Enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walsh Enterprises
Context triple: [Lily Walsh, employer, Walsh Enterprises]
  • A. The Walsh Group
    The Walsh Group is a major U.S.-based construction and general contracting firm known for large-scale infrastructure, building, and transportation projects.
  • B. Buchanan Enterprises
    Buchanan Enterprises is a powerful fictional business conglomerate in the soap opera "One Life to Live," owned and run by members of the Buchanan family.
  • C. Walton Enterprises LLC
    Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
  • D. Walsh Construction Company
    Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
  • E. Wells Enterprises
    Wells Enterprises is a major American ice cream and frozen treats manufacturer best known as the company behind the Blue Bunny brand.
  • 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: Walsh Enterprises
Triple: [Lily Walsh, employer, Walsh Enterprises]
Generated description
Walsh Enterprises is a business organization that employs Lily Walsh, likely operating as a company or firm in her professional field.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walsh Enterprises
Target entity description: Walsh Enterprises is a business organization that employs Lily Walsh, likely operating as a company or firm in her professional field.
  • A. The Walsh Group
    The Walsh Group is a major U.S.-based construction and general contracting firm known for large-scale infrastructure, building, and transportation projects.
  • B. Buchanan Enterprises
    Buchanan Enterprises is a powerful fictional business conglomerate in the soap opera "One Life to Live," owned and run by members of the Buchanan family.
  • C. Walton Enterprises LLC
    Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
  • D. Walsh Construction Company
    Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
  • E. Wells Enterprises
    Wells Enterprises is a major American ice cream and frozen treats manufacturer best known as the company behind the Blue Bunny brand.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42e21bb5c8190ad960f231fe54665 completed April 19, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0170f388608190b709b1c228a7ba29 completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a01718311a48190890c770f571852c8 completed May 11, 2026, 6:04 a.m.
NED2 Entity disambiguation (via description) batch_6a01721f5b9081909a8bc817ba0a5986 completed May 11, 2026, 6:07 a.m.
Created at: April 10, 2026, 5:39 a.m.