Triple

T10101926
Position Surface form Disambiguated ID Type / Status
Subject Schultz E216222 entity
Predicate hasNotableBearer P458 FINISHED
Object Thomas Schultz
Thomas Schultz is a notable individual whose specific identity and achievements are not clearly defined by the given information.
 E841252 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: Thomas Schultz | Statement: [Schultz, hasNotableBearer, Thomas Schultz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Schultz
Context triple: [Schultz, hasNotableBearer, Thomas Schultz]
  • A. Henry Schultz
    Henry Schultz was an American economist and early pioneer of econometrics, known for his influential work on demand analysis and for helping establish econometrics as a rigorous quantitative discipline.
  • B. Walden Schmidt
    Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
  • C. Walt Kowalski
    Walt Kowalski is a gruff, widowed Korean War veteran whose evolving relationship with his Hmong neighbors drives the emotional and moral core of the film "Gran Torino."
  • D. Frank Proffitt
    Frank Proffitt was an American Appalachian folk musician and ballad singer known for preserving and popularizing traditional songs such as "Tom Dooley."
  • E. John Winger
    John Winger is the wisecracking, laid-back Army recruit played by Bill Murray in the 1981 comedy film "Stripes."
  • 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: Thomas Schultz
Triple: [Schultz, hasNotableBearer, Thomas Schultz]
Generated description
Thomas Schultz is a notable individual whose specific identity and achievements are not clearly defined by the given information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Schultz
Target entity description: Thomas Schultz is a notable individual whose specific identity and achievements are not clearly defined by the given information.
  • A. Henry Schultz
    Henry Schultz was an American economist and early pioneer of econometrics, known for his influential work on demand analysis and for helping establish econometrics as a rigorous quantitative discipline.
  • B. Walden Schmidt
    Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
  • C. Walt Kowalski
    Walt Kowalski is a gruff, widowed Korean War veteran whose evolving relationship with his Hmong neighbors drives the emotional and moral core of the film "Gran Torino."
  • D. Frank Proffitt
    Frank Proffitt was an American Appalachian folk musician and ballad singer known for preserving and popularizing traditional songs such as "Tom Dooley."
  • E. John Winger
    John Winger is the wisecracking, laid-back Army recruit played by Bill Murray in the 1981 comedy film "Stripes."
  • 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_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd099c21c819097aac4f0f168a2da completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6d3efec8190b1432ca614aeb334 completed April 5, 2026, 7:24 p.m.
NEDg Description generation batch_69d2b7aecdb081909f651c1bc1bcfd75 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b86bf8948190a79046efadc4adea completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 9:02 p.m.