Triple

T7357154
Position Surface form Disambiguated ID Type / Status
Subject Holes E169653 entity
Predicate character P662 FINISHED
Object Dr. Pendanski
Dr. Pendanski is a seemingly friendly but ultimately cruel and manipulative counselor at Camp Green Lake in Louis Sachar’s novel "Holes."
E658813 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: Dr. Pendanski | Statement: [Holes, character, Dr. Pendanski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Pendanski
Context triple: [Holes, character, Dr. Pendanski]
  • A. Dr. Gediman
    Dr. Gediman is a deranged and obsessive scientist in the film "Alien: Resurrection" who conducts unethical experiments on xenomorphs aboard the USM Auriga.
  • B. Dr. Larry Arbogast
    Dr. Larry Arbogast is a fictional fertility scientist portrayed by Danny DeVito in the 1994 comedy film "Junior."
  • C. 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.
  • D. Dr. Chris Taub
    Dr. Chris Taub is a plastic surgeon and diagnostician on the medical drama series "House," known for his personal insecurities, marital issues, and often cynical outlook.
  • E. Dr. Christopher Turk
    Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
  • 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: Dr. Pendanski
Triple: [Holes, character, Dr. Pendanski]
Generated description
Dr. Pendanski is a seemingly friendly but ultimately cruel and manipulative counselor at Camp Green Lake in Louis Sachar’s novel "Holes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Pendanski
Target entity description: Dr. Pendanski is a seemingly friendly but ultimately cruel and manipulative counselor at Camp Green Lake in Louis Sachar’s novel "Holes."
  • A. Dr. Gediman
    Dr. Gediman is a deranged and obsessive scientist in the film "Alien: Resurrection" who conducts unethical experiments on xenomorphs aboard the USM Auriga.
  • B. Dr. Larry Arbogast
    Dr. Larry Arbogast is a fictional fertility scientist portrayed by Danny DeVito in the 1994 comedy film "Junior."
  • C. 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.
  • D. Dr. Chris Taub
    Dr. Chris Taub is a plastic surgeon and diagnostician on the medical drama series "House," known for his personal insecurities, marital issues, and often cynical outlook.
  • E. Dr. Christopher Turk
    Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faa6a5d88190b969b7783edc67b7 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2c90488190bd3aa5bf72606723 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
Created at: March 27, 2026, 3:06 p.m.