Triple

T5170027
Position Surface form Disambiguated ID Type / Status
Subject University of Pennsylvania Department of Linguistics E116653 entity
Predicate notableFaculty P141 FINISHED
Object Anthony Kroch
Anthony Kroch was an influential American linguist known for his work on historical syntax, language change, and quantitative methods in linguistics, long associated with the University of Pennsylvania.
E499680 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: Anthony Kroch | Statement: [University of Pennsylvania Department of Linguistics, notableFaculty, Anthony Kroch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Kroch
Context triple: [University of Pennsylvania Department of Linguistics, notableFaculty, Anthony Kroch]
  • A. Martin Jurow
    Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
  • B. George Bruns
    George Bruns was an American composer and arranger best known for his work on numerous Disney films and theme park attractions, including iconic scores for animated classics and rides.
  • C. Kurt Kasznar
    Kurt Kasznar was an Austrian-American character actor known for his prolific work in mid-20th-century film, television, and theater, often portraying urbane or authoritative supporting roles.
  • D. John Heydler
    John Heydler was an American baseball executive who served as president of the National League in the early 20th century.
  • E. Albert Maltz
    Albert Maltz was an American novelist, playwright, and screenwriter, best known as one of the Hollywood Ten who was blacklisted during the McCarthy era for his alleged communist affiliations.
  • 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: Anthony Kroch
Triple: [University of Pennsylvania Department of Linguistics, notableFaculty, Anthony Kroch]
Generated description
Anthony Kroch was an influential American linguist known for his work on historical syntax, language change, and quantitative methods in linguistics, long associated with the University of Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Kroch
Target entity description: Anthony Kroch was an influential American linguist known for his work on historical syntax, language change, and quantitative methods in linguistics, long associated with the University of Pennsylvania.
  • A. Martin Jurow
    Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
  • B. George Bruns
    George Bruns was an American composer and arranger best known for his work on numerous Disney films and theme park attractions, including iconic scores for animated classics and rides.
  • C. Kurt Kasznar
    Kurt Kasznar was an Austrian-American character actor known for his prolific work in mid-20th-century film, television, and theater, often portraying urbane or authoritative supporting roles.
  • D. John Heydler
    John Heydler was an American baseball executive who served as president of the National League in the early 20th century.
  • E. Albert Maltz
    Albert Maltz was an American novelist, playwright, and screenwriter, best known as one of the Hollywood Ten who was blacklisted during the McCarthy era for his alleged communist affiliations.
  • 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_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd794f44248190a3a90c92208104a7 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed93f33ac8190b2f60a8e95685bc8 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda0419108190862d028a14227e8a completed March 21, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69bedaa232ac81908c5ee2d4ba8cbcd7 completed March 21, 2026, 5:51 p.m.
Created at: March 20, 2026, 1:45 p.m.