Triple

T9132223
Position Surface form Disambiguated ID Type / Status
Subject Jeremy Shamos E219112 entity
Predicate notableWork P4 FINISHED
Object Fleishman Is in Trouble
Fleishman Is in Trouble is a novel by Taffy Brodesser-Akner, later adapted into a television miniseries, that explores divorce, identity, and midlife crisis through the perspective of a New York doctor navigating the fallout of his broken marriage.
 E780272 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: Fleishman Is in Trouble | Statement: [Jeremy Shamos, notableWork, Fleishman Is in Trouble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fleishman Is in Trouble
Context triple: [Jeremy Shamos, notableWork, Fleishman Is in Trouble]
  • A. The Firm
    The Firm was a 1990s American hip hop supergroup best known for its members Nas, Foxy Brown, AZ, and Nature and their collaborative album "The Album."
  • B. The Firm
    The Firm was a 19th-century British decorative arts company founded by William Morris that played a key role in the Arts and Crafts movement through its handcrafted furniture, textiles, and stained glass.
  • C. The Firm
    The Firm was a mid-1980s British rock supergroup best known for featuring Led Zeppelin guitarist Jimmy Page and Bad Company singer Paul Rodgers.
  • D. The Firm
    The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
  • E. Seize the Day
    Seize the Day is a novella by Saul Bellow that follows a day in the life of a failed salesman confronting personal and financial ruin in mid-20th-century New York.
  • 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: Fleishman Is in Trouble
Triple: [Jeremy Shamos, notableWork, Fleishman Is in Trouble]
Generated description
Fleishman Is in Trouble is a novel by Taffy Brodesser-Akner, later adapted into a television miniseries, that explores divorce, identity, and midlife crisis through the perspective of a New York doctor navigating the fallout of his broken marriage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fleishman Is in Trouble
Target entity description: Fleishman Is in Trouble is a novel by Taffy Brodesser-Akner, later adapted into a television miniseries, that explores divorce, identity, and midlife crisis through the perspective of a New York doctor navigating the fallout of his broken marriage.
  • A. The Firm
    The Firm was a 1990s American hip hop supergroup best known for its members Nas, Foxy Brown, AZ, and Nature and their collaborative album "The Album."
  • B. The Firm
    The Firm was a 19th-century British decorative arts company founded by William Morris that played a key role in the Arts and Crafts movement through its handcrafted furniture, textiles, and stained glass.
  • C. The Firm
    The Firm was a mid-1980s British rock supergroup best known for featuring Led Zeppelin guitarist Jimmy Page and Bad Company singer Paul Rodgers.
  • D. The Firm
    The Firm is a bestselling legal thriller novel by John Grisham that follows a young lawyer who discovers his prestigious new law firm is deeply entangled in organized crime.
  • E. Seize the Day
    Seize the Day is a novella by Saul Bellow that follows a day in the life of a failed salesman confronting personal and financial ruin in mid-20th-century New York.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8db7d808190bd22b0e5a6f9c285 completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047dc25208190a720910e6d43199b completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d049058dec81909854965276252808 completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049913b7481909ccbaf4999e37c06 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:18 p.m.