Triple

T16100104
Position Surface form Disambiguated ID Type / Status
Subject Georgia Ford E390592 entity
Predicate notableWork P4 FINISHED
Object American Milkshake (2013 film)
American Milkshake (2013 film) is an indie coming-of-age comedy set in the 1990s that follows a white suburban teenager who joins his high school’s mostly Black basketball team in a satirical exploration of race, identity, and privilege.
 E1193769 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: American Milkshake (2013 film) | Statement: [Georgia Ford, notableWork, American Milkshake (2013 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Milkshake (2013 film)
Context triple: [Georgia Ford, notableWork, American Milkshake (2013 film)]
  • A. Milk (2008 film)
    Milk (2008 film) is a biographical drama chronicling the life and political career of gay rights activist and politician Harvey Milk, culminating in his historic role as one of the first openly gay elected officials in the United States.
  • B. Milkshake
    "Milkshake" is a 2003 R&B song by American singer Kelis, best known for its catchy hook and enduring pop-culture presence.
  • C. Sweet Milk, New York
    Sweet Milk, New York is a small hamlet located within the town of Brunswick in Rensselaer County.
  • D. Milk Money
    Milk Money is a 1994 romantic comedy film about a young boy who tries to set up his widowed father with a kind-hearted sex worker he meets in the city.
  • E. American Teen
    American Teen is the critically acclaimed debut studio album by American singer-songwriter Khalid, blending R&B and pop to explore themes of youth, love, and coming of age.
  • 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: American Milkshake (2013 film)
Triple: [Georgia Ford, notableWork, American Milkshake (2013 film)]
Generated description
American Milkshake (2013 film) is an indie coming-of-age comedy set in the 1990s that follows a white suburban teenager who joins his high school’s mostly Black basketball team in a satirical exploration of race, identity, and privilege.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Milkshake (2013 film)
Target entity description: American Milkshake (2013 film) is an indie coming-of-age comedy set in the 1990s that follows a white suburban teenager who joins his high school’s mostly Black basketball team in a satirical exploration of race, identity, and privilege.
  • A. Milk (2008 film)
    Milk (2008 film) is a biographical drama chronicling the life and political career of gay rights activist and politician Harvey Milk, culminating in his historic role as one of the first openly gay elected officials in the United States.
  • B. Milkshake
    "Milkshake" is a 2003 R&B song by American singer Kelis, best known for its catchy hook and enduring pop-culture presence.
  • C. Sweet Milk, New York
    Sweet Milk, New York is a small hamlet located within the town of Brunswick in Rensselaer County.
  • D. Milk Money
    Milk Money is a 1994 romantic comedy film about a young boy who tries to set up his widowed father with a kind-hearted sex worker he meets in the city.
  • E. American Teen
    American Teen is the critically acclaimed debut studio album by American singer-songwriter Khalid, blending R&B and pop to explore themes of youth, love, and coming of age.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6756948190a7f5ecb375e59701 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9d6140819087f9b3dc549c4aec completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec273abc8190b050c50a395488ba completed May 10, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffecbd817881909cd8e8c69be1726f completed May 10, 2026, 2:26 a.m.
Created at: April 10, 2026, 5 a.m.