Triple

T5314713
Position Surface form Disambiguated ID Type / Status
Subject David Winkler E119117 entity
Predicate notableWork P4 FINISHED
Object Good Advice
Good Advice is a novel by American author David Winkler, recognized for its sharp, character-driven storytelling and exploration of contemporary personal and moral dilemmas.
 E510427 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: Good Advice | Statement: [David Winkler, notableWork, Good Advice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Good Advice
Context triple: [David Winkler, notableWork, Good Advice]
  • A. Good Behavior
    Good Behavior is a crime drama television series starring Michelle Dockery as a troubled con artist and thief trying to rebuild her life.
  • B. Good
    Good is a surname of English origin borne by various individuals, including historical figures such as Sarah Good of Salem witch trials notoriety.
  • C. Good News
    "Good News" is a 1947 MGM musical film starring Peter Lawford and June Allyson, set on a college campus and known for its lively song-and-dance numbers and lighthearted romantic comedy.
  • D. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • E. Good Works
    Good Works is an allegorical figure in the medieval morality play "Jedermann" (a German adaptation of "Everyman"), representing the personification of charitable deeds and moral actions.
  • 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: Good Advice
Triple: [David Winkler, notableWork, Good Advice]
Generated description
Good Advice is a novel by American author David Winkler, recognized for its sharp, character-driven storytelling and exploration of contemporary personal and moral dilemmas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Good Advice
Target entity description: Good Advice is a novel by American author David Winkler, recognized for its sharp, character-driven storytelling and exploration of contemporary personal and moral dilemmas.
  • A. Good Behavior
    Good Behavior is a crime drama television series starring Michelle Dockery as a troubled con artist and thief trying to rebuild her life.
  • B. Good
    Good is a surname of English origin borne by various individuals, including historical figures such as Sarah Good of Salem witch trials notoriety.
  • C. Good News
    "Good News" is a 1947 MGM musical film starring Peter Lawford and June Allyson, set on a college campus and known for its lively song-and-dance numbers and lighthearted romantic comedy.
  • D. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • E. Good Works
    Good Works is an allegorical figure in the medieval morality play "Jedermann" (a German adaptation of "Everyman"), representing the personification of charitable deeds and moral actions.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd854d947081909e51b27e40940580 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf110ad9688190aa74122adb8ee52d completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a601c481908a8cb6ea2c04d6df completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf127799208190a47580ed7b9ad550 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:54 p.m.