Triple

T19438146
Position Surface form Disambiguated ID Type / Status
Subject Six Companies, Inc. E486277 entity
Predicate memberCompany P13459 FINISHED
Object J.F. Shea Company
J.F. Shea Company is a major American construction and engineering firm known for its role in landmark infrastructure projects such as the Hoover Dam.
E1374816 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: J.F. Shea Company | Statement: [Six Companies, Inc., memberCompany, J.F. Shea Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J.F. Shea Company
Context triple: [Six Companies, Inc., memberCompany, J.F. Shea Company]
  • A. J. E. Greiner Company
    J. E. Greiner Company was an American engineering and consulting firm known for its prominent bridge and transportation infrastructure designs in the early to mid-20th century.
  • B. Jackson and Sharp Company
    Jackson and Sharp Company was a historic American manufacturer of railroad cars and related equipment that later became part of American Car and Foundry through merger.
  • C. O.P. and M.J. Van Sweringen Company
    The O.P. and M.J. Van Sweringen Company was the real estate and development firm created by the Van Sweringen brothers, known for their large-scale suburban and railroad projects centered around Cleveland, Ohio in the early 20th century.
  • D. John P. Jewett & Company
    John P. Jewett & Company was a 19th-century American publishing firm best known for issuing Harriet Beecher Stowe’s influential anti-slavery novel "Uncle Tom's Cabin."
  • E. H. K. McCann Company
    H. K. McCann Company was the original advertising agency founded by Harrison King McCann that later evolved into the global marketing firm McCann Erickson.
  • 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: J.F. Shea Company
Triple: [Six Companies, Inc., memberCompany, J.F. Shea Company]
Generated description
J.F. Shea Company is a major American construction and engineering firm known for its role in landmark infrastructure projects such as the Hoover Dam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J.F. Shea Company
Target entity description: J.F. Shea Company is a major American construction and engineering firm known for its role in landmark infrastructure projects such as the Hoover Dam.
  • A. J. E. Greiner Company
    J. E. Greiner Company was an American engineering and consulting firm known for its prominent bridge and transportation infrastructure designs in the early to mid-20th century.
  • B. Jackson and Sharp Company
    Jackson and Sharp Company was a historic American manufacturer of railroad cars and related equipment that later became part of American Car and Foundry through merger.
  • C. O.P. and M.J. Van Sweringen Company
    The O.P. and M.J. Van Sweringen Company was the real estate and development firm created by the Van Sweringen brothers, known for their large-scale suburban and railroad projects centered around Cleveland, Ohio in the early 20th century.
  • D. John P. Jewett & Company
    John P. Jewett & Company was a 19th-century American publishing firm best known for issuing Harriet Beecher Stowe’s influential anti-slavery novel "Uncle Tom's Cabin."
  • E. H. K. McCann Company
    H. K. McCann Company was the original advertising agency founded by Harrison King McCann that later evolved into the global marketing firm McCann Erickson.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6336281b88190b1e5ad2606d7c314 completed April 20, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733e006108190b3c69d3224bc3d25 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734809dc48190b4378e168e0e35ec completed May 15, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_6a07355c10c881909f8a2a3a6b7e7dfe completed May 15, 2026, 3:01 p.m.
Created at: April 10, 2026, 1:38 p.m.