Triple

T6730694
Position Surface form Disambiguated ID Type / Status
Subject Can’t Hardly Wait E153625 entity
Predicate mainCharacter P1183 FINISHED
Object William Lichter
William Lichter is a nerdy, vengeful high school student and one of the central comedic characters in the teen film "Can’t Hardly Wait."
E616967 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: William Lichter | Statement: [Can’t Hardly Wait, mainCharacter, William Lichter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Lichter
Context triple: [Can’t Hardly Wait, mainCharacter, William Lichter]
  • A. Frank Bracht
    Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
  • B. William Scheves
    William Scheves was a 15th-century Scottish churchman who became Archbishop of St Andrews and a prominent figure in the late medieval Scottish Church.
  • C. Walter Scheib
    Walter Scheib was an American chef best known for serving as the White House Executive Chef for the Clinton and George W. Bush administrations.
  • D. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • E. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • 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: William Lichter
Triple: [Can’t Hardly Wait, mainCharacter, William Lichter]
Generated description
William Lichter is a nerdy, vengeful high school student and one of the central comedic characters in the teen film "Can’t Hardly Wait."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Lichter
Target entity description: William Lichter is a nerdy, vengeful high school student and one of the central comedic characters in the teen film "Can’t Hardly Wait."
  • A. Frank Bracht
    Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
  • B. William Scheves
    William Scheves was a 15th-century Scottish churchman who became Archbishop of St Andrews and a prominent figure in the late medieval Scottish Church.
  • C. Walter Scheib
    Walter Scheib was an American chef best known for serving as the White House Executive Chef for the Clinton and George W. Bush administrations.
  • D. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • E. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16897e48190b43eda2206b14d6a completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7129f2d2c81908102eabbae3935d7 completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713306b5081908161d3ec6a64cc85 completed March 27, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69c713de76d081908b275590d311d5fd completed March 27, 2026, 11:33 p.m.
Created at: March 27, 2026, 2:09 p.m.