Triple

T5457161
Position Surface form Disambiguated ID Type / Status
Subject MacAndrews & Forbes E122506 entity
Predicate hasInvestmentIn P17330 FINISHED
Object Harland Clarke Holdings
Harland Clarke Holdings is a U.S.-based provider of integrated payment solutions, marketing services, and customer engagement products for financial institutions and other businesses.
 E521267 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: Harland Clarke Holdings | Statement: [MacAndrews & Forbes, hasInvestmentIn, Harland Clarke Holdings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harland Clarke Holdings
Context triple: [MacAndrews & Forbes, hasInvestmentIn, Harland Clarke Holdings]
  • A. Harland and Wolff
    Harland and Wolff is a historic Belfast-based shipbuilding and heavy engineering company best known for constructing famous ocean liners including RMS Titanic.
  • B. Cammell Laird
    Cammell Laird is a historic British shipbuilding company based in Birkenhead, England, renowned for constructing major Royal Navy warships and commercial vessels.
  • C. Irving Shipbuilding
    Irving Shipbuilding is a major Canadian shipbuilding company based in Halifax, Nova Scotia, known for constructing naval and coast guard vessels for the Government of Canada.
  • D. Bethlehem Shipbuilding Corporation
    Bethlehem Shipbuilding Corporation was a major American shipbuilding company, particularly prominent in the early to mid-20th century for constructing numerous naval and commercial vessels.
  • E. Furneaux Group
    The Furneaux Group is a cluster of islands in southeastern Australia, situated between Tasmania and mainland Australia, known for its rugged coastlines, wildlife, and remote communities.
  • 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: Harland Clarke Holdings
Triple: [MacAndrews & Forbes, hasInvestmentIn, Harland Clarke Holdings]
Generated description
Harland Clarke Holdings is a U.S.-based provider of integrated payment solutions, marketing services, and customer engagement products for financial institutions and other businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harland Clarke Holdings
Target entity description: Harland Clarke Holdings is a U.S.-based provider of integrated payment solutions, marketing services, and customer engagement products for financial institutions and other businesses.
  • A. Harland and Wolff
    Harland and Wolff is a historic Belfast-based shipbuilding and heavy engineering company best known for constructing famous ocean liners including RMS Titanic.
  • B. Cammell Laird
    Cammell Laird is a historic British shipbuilding company based in Birkenhead, England, renowned for constructing major Royal Navy warships and commercial vessels.
  • C. Irving Shipbuilding
    Irving Shipbuilding is a major Canadian shipbuilding company based in Halifax, Nova Scotia, known for constructing naval and coast guard vessels for the Government of Canada.
  • D. Bethlehem Shipbuilding Corporation
    Bethlehem Shipbuilding Corporation was a major American shipbuilding company, particularly prominent in the early to mid-20th century for constructing numerous naval and commercial vessels.
  • E. Furneaux Group
    The Furneaux Group is a cluster of islands in southeastern Australia, situated between Tasmania and mainland Australia, known for its rugged coastlines, wildlife, and remote communities.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd964583008190bf7b94f656e4ecf2 completed March 20, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf41465c3c8190a58350f39d626e54 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf41efb7748190acefa796eb4e4bed completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf42654a108190b271f78616eea25a completed March 22, 2026, 1:14 a.m.
Created at: March 20, 2026, 2:08 p.m.