Triple

T14558904
Position Surface form Disambiguated ID Type / Status
Subject Maid in Manhattan E341616 entity
Predicate mainCharacter P1183 FINISHED
Object Christopher Marshall
Christopher Marshall is the wealthy political heir who becomes romantically involved with a hotel maid in the romantic comedy film "Maid in Manhattan."
E1109644 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: Christopher Marshall | Statement: [Maid in Manhattan, mainCharacter, Christopher Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christopher Marshall
Context triple: [Maid in Manhattan, mainCharacter, Christopher Marshall]
  • A. Austin O'Brien
    Austin O'Brien is an American actor best known for his childhood roles in 1990s films such as "Last Action Hero" and "My Girl 2."
  • B. William Todd
    William Todd was the designer of the original Bear Flag that became the basis for the modern state flag of California.
  • C. Ben Willis
    Ben Willis is the hook-wielding serial killer known as the Fisherman, the central slasher villain in the "I Know What You Did Last Summer" horror film series.
  • D. Bill Marshall
    Bill Marshall was a Canadian film producer and cultural entrepreneur best known for co-founding and helping establish the Toronto International Film Festival as a major global cinema event.
  • E. James Gardner March
    James Gardner March was an influential American organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
  • 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: Christopher Marshall
Triple: [Maid in Manhattan, mainCharacter, Christopher Marshall]
Generated description
Christopher Marshall is the wealthy political heir who becomes romantically involved with a hotel maid in the romantic comedy film "Maid in Manhattan."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christopher Marshall
Target entity description: Christopher Marshall is the wealthy political heir who becomes romantically involved with a hotel maid in the romantic comedy film "Maid in Manhattan."
  • A. Austin O'Brien
    Austin O'Brien is an American actor best known for his childhood roles in 1990s films such as "Last Action Hero" and "My Girl 2."
  • B. William Todd
    William Todd was the designer of the original Bear Flag that became the basis for the modern state flag of California.
  • C. Ben Willis
    Ben Willis is the hook-wielding serial killer known as the Fisherman, the central slasher villain in the "I Know What You Did Last Summer" horror film series.
  • D. Bill Marshall
    Bill Marshall was a Canadian film producer and cultural entrepreneur best known for co-founding and helping establish the Toronto International Film Festival as a major global cinema event.
  • E. James Gardner March
    James Gardner March was an influential American organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3881b788190922932fb8ff81160 completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda9124af481908f43e3b541568e26 completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdb3111f488190ba93e52f0e7fdb95 completed May 8, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69fdb37acc548190ac2a9afbe332ba9c completed May 8, 2026, 9:57 a.m.
Created at: April 10, 2026, 1:23 a.m.