Triple

T18109183
Position Surface form Disambiguated ID Type / Status
Subject Ellipse E433427 entity
Predicate follows P134 FINISHED
Object Speak for Yourself
Speak for Yourself is a sports talk television show known for its opinion-driven analysis and debate on current sports topics.
 E1308029 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: Speak for Yourself | Statement: [Ellipse, follows, Speak for Yourself]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Speak for Yourself
Context triple: [Ellipse, follows, Speak for Yourself]
  • A. Speak for Yourself
    Speak for Yourself is a critically acclaimed 2005 electropop album by English singer-songwriter Imogen Heap, known for its innovative production and emotive, layered vocals.
  • B. Speak Your Mind
    "Speak Your Mind" is the 2018 pop debut studio album by English singer-songwriter Anne-Marie, featuring hits like "Alarm," "Ciao Adios," and "Friends."
  • C. My Turn to Speak
    "My Turn to Speak" is a political memoir by former Iranian president Abolhassan Banisadr, in which he recounts and analyzes the events surrounding the 1979 Iranian Revolution and his subsequent exile.
  • D. This Just Speaks to Me
    "This Just Speaks to Me" is a collection of inspirational quotes and reflections curated and written by television journalist Hoda Kotb.
  • E. Don't Speak
    "Don't Speak" is a 1996 breakup ballad by American rock band No Doubt that became one of their biggest hits and a defining song of 1990s pop rock.
  • 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: Speak for Yourself
Triple: [Ellipse, follows, Speak for Yourself]
Generated description
Speak for Yourself is a sports talk television show known for its opinion-driven analysis and debate on current sports topics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Speak for Yourself
Target entity description: Speak for Yourself is a sports talk television show known for its opinion-driven analysis and debate on current sports topics.
  • A. Speak for Yourself
    Speak for Yourself is a critically acclaimed 2005 electropop album by English singer-songwriter Imogen Heap, known for its innovative production and emotive, layered vocals.
  • B. Speak Your Mind
    "Speak Your Mind" is the 2018 pop debut studio album by English singer-songwriter Anne-Marie, featuring hits like "Alarm," "Ciao Adios," and "Friends."
  • C. My Turn to Speak
    "My Turn to Speak" is a political memoir by former Iranian president Abolhassan Banisadr, in which he recounts and analyzes the events surrounding the 1979 Iranian Revolution and his subsequent exile.
  • D. This Just Speaks to Me
    "This Just Speaks to Me" is a collection of inspirational quotes and reflections curated and written by television journalist Hoda Kotb.
  • E. Don't Speak
    "Don't Speak" is a 1996 breakup ballad by American rock band No Doubt that became one of their biggest hits and a defining song of 1990s pop rock.
  • 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_69d8b90916008190a1f110bd7ced5473 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddbbfae88190aa77f498dbb9edcb completed April 19, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03853c3e1481909707d526c12372ec completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03886f3a5c8190abe25945656da454 completed May 12, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0388ea54a0819089def110dd41b4d4 completed May 12, 2026, 8:09 p.m.
Created at: April 10, 2026, 10:28 a.m.