Triple

T13788838
Position Surface form Disambiguated ID Type / Status
Subject Laura Ingraham E331336 entity
Predicate authorOf P4244 FINISHED
Object Shut Up & Sing
Shut Up & Sing is a political commentary book by conservative talk show host Laura Ingraham that criticizes liberal elites and celebrity influence on American culture and politics.
 E1062470 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: Shut Up & Sing | Statement: [Laura Ingraham, authorOf, Shut Up & Sing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shut Up & Sing
Context triple: [Laura Ingraham, authorOf, Shut Up & Sing]
  • A. Shut Up & Sing
    Shut Up & Sing is a documentary film co-directed by Cecilia Peck that follows the Dixie Chicks in the aftermath of the political controversy sparked by their criticism of President George W. Bush.
  • B. Shut Up
    "Shut Up" is a 2003 pop and R&B-influenced single by the Black Eyed Peas that became one of their early international hits.
  • C. Shut Up
    "Shut Up" is the pop-rock debut studio album by British singer and television personality Kelly Osbourne, released in the early 2000s.
  • D. Shut Up
    "Shut Up" is a breakout grime track by British rapper Stormzy that gained widespread popularity for its freestyle style and viral success.
  • E. Shut Up
    "Shut Up" is a popular hip hop track by American rapper Trick Daddy, known for its aggressive energy and heavy Southern rap production.
  • 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: Shut Up & Sing
Triple: [Laura Ingraham, authorOf, Shut Up & Sing]
Generated description
Shut Up & Sing is a political commentary book by conservative talk show host Laura Ingraham that criticizes liberal elites and celebrity influence on American culture and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shut Up & Sing
Target entity description: Shut Up & Sing is a political commentary book by conservative talk show host Laura Ingraham that criticizes liberal elites and celebrity influence on American culture and politics.
  • A. Shut Up & Sing
    Shut Up & Sing is a documentary film co-directed by Cecilia Peck that follows the Dixie Chicks in the aftermath of the political controversy sparked by their criticism of President George W. Bush.
  • B. Shut Up
    "Shut Up" is a 2003 pop and R&B-influenced single by the Black Eyed Peas that became one of their early international hits.
  • C. Shut Up
    "Shut Up" is a popular hip hop track by American rapper Trick Daddy, known for its aggressive energy and heavy Southern rap production.
  • D. Shut Up
    "Shut Up" is the pop-rock debut studio album by British singer and television personality Kelly Osbourne, released in the early 2000s.
  • E. Shut Up
    "Shut Up" is a breakout grime track by British rapper Stormzy that gained widespread popularity for its freestyle style and viral success.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de024af32c8190a9bd1278e09564ba completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07f5cf48190b59827efb5918a95 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b208e3c88190962a5ce45aecf3e6 completed May 3, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2c55e188190b0ea8fa400ff2dfc completed May 3, 2026, 8:40 p.m.
Created at: April 9, 2026, 10:11 p.m.