Triple

T16911662
Position Surface form Disambiguated ID Type / Status
Subject Seth Klarman E410210 entity
Predicate familyName P18 FINISHED
Object Klarman
Klarman is a surname most prominently associated with Seth Klarman, a renowned American value investor and hedge fund manager.
 E1239794 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: Klarman | Statement: [Seth Klarman, familyName, Klarman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klarman
Context triple: [Seth Klarman, familyName, Klarman]
  • A. Kleiman
    Kleiman is a surname of Dutch origin borne by various notable individuals, including those associated with the Dutch resistance during World War II.
  • B. Krantz
    Krantz is the surname of Ricardo Cortez, an American actor prominent in early 20th-century Hollywood cinema.
  • C. Cleary
    Cleary is a surname of Irish origin commonly borne by individuals and families in English-speaking countries.
  • D. Berkman
    Berkman is a surname most prominently associated with former Major League Baseball All-Star Lance Berkman.
  • E. Palmore
    Palmore is a surname that functions as a variant form of the more common family name Palmer.
  • 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: Klarman
Triple: [Seth Klarman, familyName, Klarman]
Generated description
Klarman is a surname most prominently associated with Seth Klarman, a renowned American value investor and hedge fund manager.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klarman
Target entity description: Klarman is a surname most prominently associated with Seth Klarman, a renowned American value investor and hedge fund manager.
  • A. Kleiman
    Kleiman is a surname of Dutch origin borne by various notable individuals, including those associated with the Dutch resistance during World War II.
  • B. Krantz
    Krantz is the surname of Ricardo Cortez, an American actor prominent in early 20th-century Hollywood cinema.
  • C. Cleary
    Cleary is a surname of Irish origin commonly borne by individuals and families in English-speaking countries.
  • D. Berkman
    Berkman is a surname most prominently associated with former Major League Baseball All-Star Lance Berkman.
  • E. Palmore
    Palmore is a surname that functions as a variant form of the more common family name Palmer.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca3d6be88190bca5e1fdf727141b completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7bb4ac481909318d3d61a2d10e1 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c8c9c78481908e503977d47f7c1f completed May 10, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9d1c6a0819083635b8246cc82e7 completed May 10, 2026, 6:09 p.m.
Created at: April 10, 2026, 5:30 a.m.