Triple

T5303710
Position Surface form Disambiguated ID Type / Status
Subject Dr. Leo Marvin E120044 entity
Predicate writesBook P2831 FINISHED
Object Baby Steps
Baby Steps is the self-help book written by the fictional psychiatrist Dr. Leo Marvin in the comedy film "What About Bob?".
E509668 NE FINISHED

How this triple was built (5 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: Baby Steps | Statement: [Dr. Leo Marvin, writesBook, Baby Steps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baby Steps
Context triple: [Dr. Leo Marvin, writesBook, Baby Steps]
  • A. Every Little Step
    "Every Little Step" is a 1989 R&B/New Jack Swing hit single by Bobby Brown that became one of his signature songs and a major commercial success.
  • B. Step by Step
    "Step by Step" is a 1990 pop song by New Kids on the Block that became one of their biggest hits and a defining track of early ’90s teen pop.
  • C. Kelly’s Steps
    Kelly’s Steps is a historic sandstone staircase in Hobart, Tasmania, linking the suburb of Battery Point with Salamanca Place and the waterfront.
  • D. One Step at a Time
    "One Step at a Time" is a midtempo pop-R&B song by American singer Jordin Sparks that encourages patience and perseverance in pursuing one’s dreams.
  • E. Baby on Baby
    Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
  • 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: Baby Steps
Triple: [Dr. Leo Marvin, writesBook, Baby Steps]
Generated description
Baby Steps is the self-help book written by the fictional psychiatrist Dr. Leo Marvin in the comedy film "What About Bob?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baby Steps
Target entity description: Baby Steps is the self-help book written by the fictional psychiatrist Dr. Leo Marvin in the comedy film "What About Bob?".
  • A. Every Little Step
    "Every Little Step" is a 1989 R&B/New Jack Swing hit single by Bobby Brown that became one of his signature songs and a major commercial success.
  • B. Step by Step
    "Step by Step" is a 1990 pop song by New Kids on the Block that became one of their biggest hits and a defining track of early ’90s teen pop.
  • C. Kelly’s Steps
    Kelly’s Steps is a historic sandstone staircase in Hobart, Tasmania, linking the suburb of Battery Point with Salamanca Place and the waterfront.
  • D. One Step at a Time
    "One Step at a Time" is a midtempo pop-R&B song by American singer Jordin Sparks that encourages patience and perseverance in pursuing one’s dreams.
  • E. Baby on Baby
    Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: writesBook
Context triple: [Dr. Leo Marvin, writesBook, Baby Steps]
  • A. bookWriter
    Indicates that a person is the author who wrote the specified book.
  • B. wrote chosen
    Indicates that an entity is the author or creator of a written work involving another entity.
  • C. wroteIn
    Indicates that an entity authored or composed something using a particular language, medium, or writing system.
  • D. writtenIn
    Indicates that a work (such as a text, program, or document) is expressed or encoded using a particular language or notation.
  • E. book
    Indicates that an agent reserves or schedules a service, event, or resource for future use.
  • F. None of above.

Provenance (6 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8e44e7c881909b241b2fec366038 completed March 20, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10f3b9ac81909cd2ca2278b11d3e completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11635b9c819092130c46caea9306 completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf11e982d08190bc74312bf6ee7127 completed March 21, 2026, 9:47 p.m.
PD Predicate disambiguation batch_69bd845097ac81909678624c4907fda4 completed March 20, 2026, 5:30 p.m.
Created at: March 20, 2026, 1:53 p.m.