Triple

T10446446
Position Surface form Disambiguated ID Type / Status
Subject MTA Graphics Standard signage E246300 entity
Predicate hasDesigner P184 FINISHED
Object Unimark International
Unimark International was a pioneering mid-20th-century design firm known for its influential modernist corporate identity and signage systems, including major transportation and public information graphics.
E864288 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: Unimark International | Statement: [MTA Graphics Standard signage, hasDesigner, Unimark International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unimark International
Context triple: [MTA Graphics Standard signage, hasDesigner, Unimark International]
  • A. J. Muller International
    J. Muller International is an engineering and design firm known for its work on major infrastructure projects, including long-span bridges such as the Confederation Bridge in Canada.
  • B. Maritz, Inc.
    Maritz, Inc. is a privately held American company that specializes in sales and marketing services, including incentive programs, loyalty solutions, and customer experience management for corporate clients.
  • C. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • D. MWAK Company
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • E. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • 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: Unimark International
Triple: [MTA Graphics Standard signage, hasDesigner, Unimark International]
Generated description
Unimark International was a pioneering mid-20th-century design firm known for its influential modernist corporate identity and signage systems, including major transportation and public information graphics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unimark International
Target entity description: Unimark International was a pioneering mid-20th-century design firm known for its influential modernist corporate identity and signage systems, including major transportation and public information graphics.
  • A. J. Muller International
    J. Muller International is an engineering and design firm known for its work on major infrastructure projects, including long-span bridges such as the Confederation Bridge in Canada.
  • B. Maritz, Inc.
    Maritz, Inc. is a privately held American company that specializes in sales and marketing services, including incentive programs, loyalty solutions, and customer experience management for corporate clients.
  • C. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • D. MWAK Company
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • E. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • 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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fdc0520c819098d2d53ee46a89ae completed April 7, 2026, 12:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87eeae8788190b63534fa4f942ead completed April 10, 2026, 4:39 a.m.
NEDg Description generation batch_69d886c3fdcc8190a67a7f7788b8a2e8 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dc15ab481909011c5de93bbab14 completed April 10, 2026, 5:42 a.m.
Created at: April 6, 2026, 12:16 p.m.