Triple

T3854720
Position Surface form Disambiguated ID Type / Status
Subject Esquire E85384 entity
Predicate hasNotableSection P3574 FINISHED
Object What I've Learned
"What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
 E392582 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: What I've Learned | Statement: [Esquire, hasNotableSection, What I've Learned]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What I've Learned
Context triple: [Esquire, hasNotableSection, What I've Learned]
  • A. I Learned from the Best
    "I Learned from the Best" is a soulful R&B ballad by Whitney Houston, released as a single from her album "My Love Is Your Love."
  • B. Teach Me
    Teach Me is a song featured on the album "All I Want Is You" by American singer-songwriter Miguel.
  • C. Live and Learn
    "Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
  • D. The Only Way I Know
    "The Only Way I Know" is Cal Ripken Jr.'s autobiographical book reflecting on his baseball career, work ethic, and the principles behind his famed Iron Man streak.
  • E. Teach Me Tonight
    "Teach Me Tonight" is a popular jazz standard and romantic ballad from the 1950s that has been widely recorded by numerous vocalists.
  • 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: What I've Learned
Triple: [Esquire, hasNotableSection, What I've Learned]
Generated description
"What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What I've Learned
Target entity description: "What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
  • A. I Learned from the Best
    "I Learned from the Best" is a soulful R&B ballad by Whitney Houston, released as a single from her album "My Love Is Your Love."
  • B. Teach Me
    Teach Me is a song featured on the album "All I Want Is You" by American singer-songwriter Miguel.
  • C. Live and Learn
    "Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
  • D. The Only Way I Know
    "The Only Way I Know" is Cal Ripken Jr.'s autobiographical book reflecting on his baseball career, work ethic, and the principles behind his famed Iron Man streak.
  • E. Teach Me Tonight
    "Teach Me Tonight" is a popular jazz standard and romantic ballad from the 1950s that has been widely recorded by numerous vocalists.
  • 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_69aed936de1c81908f91bed80f70abb2 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec05ec4c8190bd5e5463163712dc completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5041c7250819093b2743afeb6e36c completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504c46dcc8190a9775c39e5c734a9 completed March 14, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69b505742830819093a861bde17c03c0 completed March 14, 2026, 6:51 a.m.
Created at: March 9, 2026, 3:19 p.m.