Triple

T21093897
Position Surface form Disambiguated ID Type / Status
Subject Ivan Karp E519708 entity
Predicate spouse P13 FINISHED
Object Marilynn Gelfman Karp
Marilynn Gelfman Karp is an American art historian, collector, and author known for her work on material culture and everyday objects.
E1491472 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: Marilynn Gelfman Karp | Statement: [Ivan Karp, spouse, Marilynn Gelfman Karp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marilynn Gelfman Karp
Context triple: [Ivan Karp, spouse, Marilynn Gelfman Karp]
  • A. Anne Karpf
    Anne Karpf is a British writer, sociologist, and broadcaster known for her work on family life, memory, and the social impact of media and technology.
  • B. Carolee Joyce Winstein
    Carolee Joyce Winstein is an American neuroscientist and rehabilitation researcher known for her work on motor control and recovery after neurological injury.
  • C. Marilyn Klinghoffer
    Marilyn Klinghoffer is a central figure in the opera "The Death of Klinghoffer," which dramatizes the 1985 hijacking of the cruise ship Achille Lauro and the murder of her husband, Leon Klinghoffer.
  • D. Janet Benshoof
    Janet Benshoof was an American human rights lawyer and prominent reproductive rights advocate known for her pioneering legal work on abortion access and women's equality worldwide.
  • E. Gail Katz
    Gail Katz is an American film and television producer known for working on major Hollywood projects including the disaster drama "The Perfect Storm."
  • 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: Marilynn Gelfman Karp
Triple: [Ivan Karp, spouse, Marilynn Gelfman Karp]
Generated description
Marilynn Gelfman Karp is an American art historian, collector, and author known for her work on material culture and everyday objects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marilynn Gelfman Karp
Target entity description: Marilynn Gelfman Karp is an American art historian, collector, and author known for her work on material culture and everyday objects.
  • A. Anne Karpf
    Anne Karpf is a British writer, sociologist, and broadcaster known for her work on family life, memory, and the social impact of media and technology.
  • B. Carolee Joyce Winstein
    Carolee Joyce Winstein is an American neuroscientist and rehabilitation researcher known for her work on motor control and recovery after neurological injury.
  • C. Marilyn Klinghoffer
    Marilyn Klinghoffer is a central figure in the opera "The Death of Klinghoffer," which dramatizes the 1985 hijacking of the cruise ship Achille Lauro and the murder of her husband, Leon Klinghoffer.
  • D. Janet Benshoof
    Janet Benshoof was an American human rights lawyer and prominent reproductive rights advocate known for her pioneering legal work on abortion access and women's equality worldwide.
  • E. Gail Katz
    Gail Katz is an American film and television producer known for working on major Hollywood projects including the disaster drama "The Perfect Storm."
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e709517a18819081ede1d38e2c4391 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f65a91e481909617768ff8c42a40 completed May 17, 2026, 5:09 p.m.
NEDg Description generation batch_6a09f7f321148190bad9a8db3aa334cc completed May 17, 2026, 5:16 p.m.
NED2 Entity disambiguation (via description) batch_6a09f87851a88190b8d78d182c114e02 completed May 17, 2026, 5:18 p.m.
Created at: April 16, 2026, 2:51 p.m.