Triple

T12884643
Position Surface form Disambiguated ID Type / Status
Subject Stephen Guest E308193 entity
Predicate worksAt P7 FINISHED
Object Guest & Co.
Guest & Co. is a professional firm or business organization associated with Stephen Guest, likely operating in a specialized service or consultancy domain.
E1009641 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: Guest & Co. | Statement: [Stephen Guest, worksAt, Guest & Co.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guest & Co.
Context triple: [Stephen Guest, worksAt, Guest & Co.]
  • A. Gump and Co.
    Gump and Co. is a 1995 comic novel by Winston Groom that serves as the sequel to Forrest Gump, continuing the misadventures of its naive yet endearing protagonist.
  • B. Roe & Co
    Roe & Co is a modern Irish whiskey brand known for its premium blends and revival of Dublin’s historic whiskey-making heritage.
  • C. Bache & Co.
    Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
  • D. Cookhouse
    Cookhouse is a small rural town in South Africa’s Eastern Cape, known historically as a farming and railway junction settlement.
  • E. Strahan & Co.
    Strahan & Co. was a 19th-century British publishing firm known for issuing literary works, including novels by prominent Victorian authors.
  • 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: Guest & Co.
Triple: [Stephen Guest, worksAt, Guest & Co.]
Generated description
Guest & Co. is a professional firm or business organization associated with Stephen Guest, likely operating in a specialized service or consultancy domain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guest & Co.
Target entity description: Guest & Co. is a professional firm or business organization associated with Stephen Guest, likely operating in a specialized service or consultancy domain.
  • A. Gump and Co.
    Gump and Co. is a 1995 comic novel by Winston Groom that serves as the sequel to Forrest Gump, continuing the misadventures of its naive yet endearing protagonist.
  • B. Roe & Co
    Roe & Co is a modern Irish whiskey brand known for its premium blends and revival of Dublin’s historic whiskey-making heritage.
  • C. Bache & Co.
    Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
  • D. Cookhouse
    Cookhouse is a small rural town in South Africa’s Eastern Cape, known historically as a farming and railway junction settlement.
  • E. Strahan & Co.
    Strahan & Co. was a 19th-century British publishing firm known for issuing literary works, including novels by prominent Victorian authors.
  • 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9714208f881908f7f8a921362909a completed April 10, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a5556fe081909ada9d491b21b17b completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a616f6e4819096c9850434882548 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a716bb2c81909dccc5ddbf3c92b5 completed May 3, 2026, 1:38 a.m.
Created at: April 9, 2026, 5:39 p.m.