Triple

T17120056
Position Surface form Disambiguated ID Type / Status
Subject Herman Cain E415439 entity
Predicate notableWork P4 FINISHED
Object They Think You’re Stupid
"They Think You’re Stupid" is a political commentary book by Herman Cain that critiques government overreach, media manipulation, and what he saw as the political establishment’s disregard for ordinary Americans.
E1250996 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: They Think You’re Stupid | Statement: [Herman Cain, notableWork, They Think You’re Stupid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: They Think You’re Stupid
Context triple: [Herman Cain, notableWork, They Think You’re Stupid]
  • A. I’m with Stupid
    "I’m with Stupid" is a 2006 synth-pop single by the Pet Shop Boys, noted for its satirical lyrics widely interpreted as commenting on the political relationship between Tony Blair and George W. Bush.
  • B. Dare to Be Stupid
    Dare to Be Stupid is a 1985 comedy album by "Weird Al" Yankovic featuring parodies and pastiches of popular songs and musical styles.
  • C. Stupid Things
    "Stupid Things" is a song by American singer-songwriter Keaton Henson, known for its fragile vocals and emotionally raw, introspective lyrics.
  • D. My Stupid Life
    "My Stupid Life" is a country music album by American singer-songwriter Brittney Spencer that showcases her blend of contemporary country, soul, and storytelling.
  • E. My Stupid Mouth
    "My Stupid Mouth" is a song by John Mayer, featured on his breakthrough album "Room for Squares," known for its introspective lyrics about social awkwardness and regret.
  • 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: They Think You’re Stupid
Triple: [Herman Cain, notableWork, They Think You’re Stupid]
Generated description
"They Think You’re Stupid" is a political commentary book by Herman Cain that critiques government overreach, media manipulation, and what he saw as the political establishment’s disregard for ordinary Americans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: They Think You’re Stupid
Target entity description: "They Think You’re Stupid" is a political commentary book by Herman Cain that critiques government overreach, media manipulation, and what he saw as the political establishment’s disregard for ordinary Americans.
  • A. I’m with Stupid
    "I’m with Stupid" is a 2006 synth-pop single by the Pet Shop Boys, noted for its satirical lyrics widely interpreted as commenting on the political relationship between Tony Blair and George W. Bush.
  • B. Dare to Be Stupid
    Dare to Be Stupid is a 1985 comedy album by "Weird Al" Yankovic featuring parodies and pastiches of popular songs and musical styles.
  • C. Stupid Things
    "Stupid Things" is a song by American singer-songwriter Keaton Henson, known for its fragile vocals and emotionally raw, introspective lyrics.
  • D. My Stupid Life
    "My Stupid Life" is a country music album by American singer-songwriter Brittney Spencer that showcases her blend of contemporary country, soul, and storytelling.
  • E. My Stupid Mouth
    "My Stupid Mouth" is a song by John Mayer, featured on his breakthrough album "Room for Squares," known for its introspective lyrics about social awkwardness and regret.
  • 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8092b548190b45c1695be47edc2 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a0e11108190bfcf858142aa9ff3 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013b749680819097159f0fdc379f2c completed May 11, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_6a013bf9ef508190aac1155680f33eaf completed May 11, 2026, 2:16 a.m.
Created at: April 10, 2026, 5:36 a.m.