Triple

T8129515
Position Surface form Disambiguated ID Type / Status
Subject Love, Simon E189819 entity
Predicate screenwriter P2831 FINISHED
Object Elizabeth Berger
Elizabeth Berger is an American television and film writer best known for co-writing the coming-of-age film "Love, Simon" and co-creating the series "This Is Us."
 E714754 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: Elizabeth Berger | Statement: [Love, Simon, screenwriter, Elizabeth Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Berger
Context triple: [Love, Simon, screenwriter, Elizabeth Berger]
  • A. Joy Burch
    Joy Burch is an Australian politician who has served as a senior member of the Australian Capital Territory’s Legislative Assembly, including in key leadership roles.
  • B. Jeanne Murray
    Jeanne Murray, better known by her stage name Jean Stapleton, was an American character actress famed for her Emmy-winning role as Edith Bunker on the groundbreaking television sitcom "All in the Family."
  • C. Beverly Gage
    Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
  • D. Elizabeth Allen
    Elizabeth Allen is best known as the wife of legendary British Formula One commentator Murray Walker.
  • E. Elizabeth Allen
    Elizabeth Allen was the wife of English potter and abolitionist Josiah Wedgwood II and a member of the prominent Wedgwood family connected to industrial and social reform in 18th–19th century Britain.
  • 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: Elizabeth Berger
Triple: [Love, Simon, screenwriter, Elizabeth Berger]
Generated description
Elizabeth Berger is an American television and film writer best known for co-writing the coming-of-age film "Love, Simon" and co-creating the series "This Is Us."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Berger
Target entity description: Elizabeth Berger is an American television and film writer best known for co-writing the coming-of-age film "Love, Simon" and co-creating the series "This Is Us."
  • A. Joy Burch
    Joy Burch is an Australian politician who has served as a senior member of the Australian Capital Territory’s Legislative Assembly, including in key leadership roles.
  • B. Jeanne Murray
    Jeanne Murray, better known by her stage name Jean Stapleton, was an American character actress famed for her Emmy-winning role as Edith Bunker on the groundbreaking television sitcom "All in the Family."
  • C. Beverly Gage
    Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
  • D. Elizabeth Allen
    Elizabeth Allen is best known as the wife of legendary British Formula One commentator Murray Walker.
  • E. Elizabeth Allen
    Elizabeth Allen was the wife of English potter and abolitionist Josiah Wedgwood II and a member of the prominent Wedgwood family connected to industrial and social reform in 18th–19th century Britain.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b6b4dc8190be237e6dd21c863b completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc947303f881908e16af664fb74dc8 completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cca83322748190bdd532552d972089 completed April 1, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69cca913304c8190a0ce9c468d98269f completed April 1, 2026, 5:11 a.m.
Created at: March 30, 2026, 5:34 p.m.