Triple

T10280701
Position Surface form Disambiguated ID Type / Status
Subject Debbie Rowe E241091 entity
Predicate employer P7 FINISHED
Object Arnold Klein's dermatology practice
Arnold Klein's dermatology practice was a prominent Los Angeles medical office specializing in cosmetic and dermatological treatments, known for its celebrity clientele and association with figures like Michael Jackson.
E852128 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: Arnold Klein's dermatology practice | Statement: [Debbie Rowe, employer, Arnold Klein's dermatology practice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnold Klein's dermatology practice
Context triple: [Debbie Rowe, employer, Arnold Klein's dermatology practice]
  • A. Albert M. Kligman
    Albert M. Kligman was an American dermatologist notorious for conducting ethically controversial and non-consensual human experiments on prisoners and other vulnerable populations in the mid-20th century.
  • B. Dr. Finkelstein
    Dr. Finkelstein is a reclusive, wheelchair-bound mad scientist from Tim Burton’s animated film "The Nightmare Before Christmas," known for creating Sally and other eerie inventions in Halloween Town.
  • C. Arnold Weiss
    Arnold Weiss was a German-born American intelligence officer and lawyer known for his role in post-World War II investigations, including efforts related to the capture of Nazi leaders.
  • D. Dr. Mark Bruckner
    Dr. Mark Bruckner is a central character in the musical "On a Clear Day You Can See Forever," a psychiatrist who becomes fascinated with his patient’s apparent past-life memories and psychic abilities.
  • E. Cathy Yuspa
    Cathy Yuspa is an American screenwriter best known for co-writing the popular romantic comedy film "13 Going on 30."
  • 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: Arnold Klein's dermatology practice
Triple: [Debbie Rowe, employer, Arnold Klein's dermatology practice]
Generated description
Arnold Klein's dermatology practice was a prominent Los Angeles medical office specializing in cosmetic and dermatological treatments, known for its celebrity clientele and association with figures like Michael Jackson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnold Klein's dermatology practice
Target entity description: Arnold Klein's dermatology practice was a prominent Los Angeles medical office specializing in cosmetic and dermatological treatments, known for its celebrity clientele and association with figures like Michael Jackson.
  • A. Albert M. Kligman
    Albert M. Kligman was an American dermatologist notorious for conducting ethically controversial and non-consensual human experiments on prisoners and other vulnerable populations in the mid-20th century.
  • B. Dr. Finkelstein
    Dr. Finkelstein is a reclusive, wheelchair-bound mad scientist from Tim Burton’s animated film "The Nightmare Before Christmas," known for creating Sally and other eerie inventions in Halloween Town.
  • C. Arnold Weiss
    Arnold Weiss was a German-born American intelligence officer and lawyer known for his role in post-World War II investigations, including efforts related to the capture of Nazi leaders.
  • D. Dr. Mark Bruckner
    Dr. Mark Bruckner is a central character in the musical "On a Clear Day You Can See Forever," a psychiatrist who becomes fascinated with his patient’s apparent past-life memories and psychic abilities.
  • E. Cathy Yuspa
    Cathy Yuspa is an American screenwriter best known for co-writing the popular romantic comedy film "13 Going on 30."
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2a0c90c8190ad6ee479a32e5a95 completed April 7, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f82f16688190b1c6b80e424bd552 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcad625881909304201c1ebb3bcb completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd84cd708190816d94417294b52a completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:38 a.m.