Triple

T1004323
Position Surface form Disambiguated ID Type / Status
Subject Morgenstern E21674 entity
Predicate hasNotableBearer P458 FINISHED
Object Hal Morgenstern
Hal Morgenstern is an American epidemiologist known for his contributions to cancer epidemiology and methods in observational study design.
E131356 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: Hal Morgenstern | Statement: [Morgenstern, hasNotableBearer, Hal Morgenstern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hal Morgenstern
Context triple: [Morgenstern, hasNotableBearer, Hal Morgenstern]
  • A. Willo Perron
    Willo Perron is a Canadian creative director and designer known for his influential work on album art, stage design, and visual concepts for major music artists.
  • B. Irving Morrow
    Irving Morrow was an American architect best known for designing the Art Deco elements and iconic International Orange color scheme of San Francisco’s Golden Gate Bridge.
  • C. Charles Rackoff
    Charles Rackoff is a Canadian computer scientist known for his influential work in cryptography and computational complexity theory.
  • D. Julius Blank
    Julius Blank was an engineer and entrepreneur best known as one of the “Traitorous Eight” who left Shockley Semiconductor to co-found Fairchild Semiconductor, helping launch Silicon Valley’s semiconductor industry.
  • E. Ernest Merritt
    Ernest Merritt was an American physicist and academic who co-founded the influential scientific journal Physical Review and helped shape early 20th-century physics research in the United States.
  • 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: Hal Morgenstern
Triple: [Morgenstern, hasNotableBearer, Hal Morgenstern]
Generated description
Hal Morgenstern is an American epidemiologist known for his contributions to cancer epidemiology and methods in observational study design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hal Morgenstern
Target entity description: Hal Morgenstern is an American epidemiologist known for his contributions to cancer epidemiology and methods in observational study design.
  • A. Willo Perron
    Willo Perron is a Canadian creative director and designer known for his influential work on album art, stage design, and visual concepts for major music artists.
  • B. Irving Morrow
    Irving Morrow was an American architect best known for designing the Art Deco elements and iconic International Orange color scheme of San Francisco’s Golden Gate Bridge.
  • C. Charles Rackoff
    Charles Rackoff is a Canadian computer scientist known for his influential work in cryptography and computational complexity theory.
  • D. Julius Blank
    Julius Blank was an engineer and entrepreneur best known as one of the “Traitorous Eight” who left Shockley Semiconductor to co-found Fairchild Semiconductor, helping launch Silicon Valley’s semiconductor industry.
  • E. Ernest Merritt
    Ernest Merritt was an American physicist and academic who co-founded the influential scientific journal Physical Review and helped shape early 20th-century physics research in the United States.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4ff614081909478500ada1f5059 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5e9d99f08190ad72bdb3ab555fec completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f248db081908596810839ee6160 completed March 7, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac5fb242488190bf99f63956aeda13 completed March 7, 2026, 5:26 p.m.
Created at: March 1, 2026, 7:41 p.m.