Triple

T14351781
Position Surface form Disambiguated ID Type / Status
Subject James Daly E355869 entity
Predicate portrayed P1668 FINISHED
Object Dr. Paul Lochner
Dr. Paul Lochner is a central physician character from the classic medical drama series "Medical Center," known for his role as a senior doctor and mentor.
E1095285 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. Paul Lochner | Statement: [James Daly, portrayed, Dr. Paul Lochner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Paul Lochner
Context triple: [James Daly, portrayed, Dr. Paul Lochner]
  • A. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • B. Dr. Robert Hoffstetler
    Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
  • C. Dr. Howard Mierzwiak
    Dr. Howard Mierzwiak is the founder and lead scientist of the memory-erasure company Lacuna, Inc. in the film "Eternal Sunshine of the Spotless Mind."
  • D. Dr. Myron MacLain
    Dr. Myron MacLain is a fictional Marvel Comics scientist best known for developing the near-indestructible alloy used in Captain America’s shield.
  • E. Dr. Newton Geiszler
    Dr. Newton Geiszler is an eccentric and brilliant kaiju-obsessed scientist who plays a key role in understanding and combating the monstrous threats in the Pacific Rim universe.
  • 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. Paul Lochner
Triple: [James Daly, portrayed, Dr. Paul Lochner]
Generated description
Dr. Paul Lochner is a central physician character from the classic medical drama series "Medical Center," known for his role as a senior doctor and mentor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Paul Lochner
Target entity description: Dr. Paul Lochner is a central physician character from the classic medical drama series "Medical Center," known for his role as a senior doctor and mentor.
  • A. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • B. Dr. Robert Hoffstetler
    Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
  • C. Dr. Howard Mierzwiak
    Dr. Howard Mierzwiak is the founder and lead scientist of the memory-erasure company Lacuna, Inc. in the film "Eternal Sunshine of the Spotless Mind."
  • D. Dr. Myron MacLain
    Dr. Myron MacLain is a fictional Marvel Comics scientist best known for developing the near-indestructible alloy used in Captain America’s shield.
  • E. Dr. Newton Geiszler
    Dr. Newton Geiszler is an eccentric and brilliant kaiju-obsessed scientist who plays a key role in understanding and combating the monstrous threats in the Pacific Rim universe.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f4e1e588190bdc7aaf7a2819948 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4335e481909d4db39b8d25edc9 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4e795948819097c43e30902f1654 completed May 8, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f04d7ec819095b64d4811440166 completed May 8, 2026, 2:48 a.m.
Created at: April 10, 2026, 1:14 a.m.