Triple

T2658687
Position Surface form Disambiguated ID Type / Status
Subject Growing Pains E54674 entity
Predicate creator P184 FINISHED
Object Neal Marlens
Neal Marlens is an American television producer and writer best known for co-creating the acclaimed coming-of-age series "The Wonder Years."
 E291089 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: Neal Marlens | Statement: [Growing Pains, creator, Neal Marlens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neal Marlens
Context triple: [Growing Pains, creator, Neal Marlens]
  • A. Jon Plowman
    Jon Plowman is a British television producer best known for his influential work on BBC comedies, including series such as Absolutely Fabulous and The Office.
  • B. Ken Morris
    Ken Morris is a technology entrepreneur best known as a founder of the enterprise software company PeopleSoft.
  • C. Jonathan Morris
    Jonathan Morris is a film editor known for his work on acclaimed British and Irish films, including collaborations with director Ken Loach such as "The Wind That Shakes the Barley."
  • D. Marc Lacey
    Marc Lacey is an American journalist and editor best known for serving in senior leadership roles at The New York Times, including overseeing major news coverage and editorial operations.
  • E. John Linson
    John Linson is an American film and television producer best known for creating the series Yellowstone and producing projects like Sons of Anarchy.
  • 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: Neal Marlens
Triple: [Growing Pains, creator, Neal Marlens]
Generated description
Neal Marlens is an American television producer and writer best known for co-creating the acclaimed coming-of-age series "The Wonder Years."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neal Marlens
Target entity description: Neal Marlens is an American television producer and writer best known for co-creating the acclaimed coming-of-age series "The Wonder Years."
  • A. Jon Plowman
    Jon Plowman is a British television producer best known for his influential work on BBC comedies, including series such as Absolutely Fabulous and The Office.
  • B. Ken Morris
    Ken Morris is a technology entrepreneur best known as a founder of the enterprise software company PeopleSoft.
  • C. Jonathan Morris
    Jonathan Morris is a film editor known for his work on acclaimed British and Irish films, including collaborations with director Ken Loach such as "The Wind That Shakes the Barley."
  • D. Marc Lacey
    Marc Lacey is an American journalist and editor best known for serving in senior leadership roles at The New York Times, including overseeing major news coverage and editorial operations.
  • E. John Linson
    John Linson is an American film and television producer best known for creating the series Yellowstone and producing projects like Sons of Anarchy.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf4d70388190b6f0e683c77bc262 completed March 10, 2026, 5:42 a.m.
NEDg Description generation batch_69afafddb2a081909b891eed7ba5411d completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb10304488190a1129efae36b3c4e completed March 10, 2026, 5:49 a.m.
Created at: March 6, 2026, 9:53 p.m.