Triple

T17675154
Position Surface form Disambiguated ID Type / Status
Subject David Heinemeier Hansson E440625 entity
Predicate notableWork P4 FINISHED
Object Getting Real
Getting Real is a concise business and software development book by 37signals that advocates building simple, agile web applications by focusing on essentials and shipping quickly.
E1282081 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: Getting Real | Statement: [David Heinemeier Hansson, notableWork, Getting Real]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Getting Real
Context triple: [David Heinemeier Hansson, notableWork, Getting Real]
  • A. Getting Real
    "Getting Real" is a memoir by American journalist and former Fox News anchor Gretchen Carlson, in which she recounts her career in broadcast news and her experiences confronting sexism and harassment in the media industry.
  • B. Keep It Real
    "Keep It Real" is a hip-hop track by New Orleans rapper B.G., known for its gritty street narratives and Southern rap sound.
  • C. So Real
    So Real is the 1999 debut studio album by American pop singer Mandy Moore, featuring teen pop tracks that introduced her to mainstream audiences.
  • D. So Real
    "So Real" is a hauntingly atmospheric rock song by American singer-songwriter Jeff Buckley, known for its dynamic vocals and ethereal guitar work.
  • E. The Realness
    The Realness is the critically acclaimed 2001 debut studio album by Queensbridge rapper Cormega, celebrated for its raw, street-conscious lyricism and classic East Coast hip-hop sound.
  • 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: Getting Real
Triple: [David Heinemeier Hansson, notableWork, Getting Real]
Generated description
Getting Real is a concise business and software development book by 37signals that advocates building simple, agile web applications by focusing on essentials and shipping quickly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Getting Real
Target entity description: Getting Real is a concise business and software development book by 37signals that advocates building simple, agile web applications by focusing on essentials and shipping quickly.
  • A. Getting Real
    "Getting Real" is a memoir by American journalist and former Fox News anchor Gretchen Carlson, in which she recounts her career in broadcast news and her experiences confronting sexism and harassment in the media industry.
  • B. Keep It Real
    "Keep It Real" is a hip-hop track by New Orleans rapper B.G., known for its gritty street narratives and Southern rap sound.
  • C. So Real
    So Real is the 1999 debut studio album by American pop singer Mandy Moore, featuring teen pop tracks that introduced her to mainstream audiences.
  • D. So Real
    "So Real" is a hauntingly atmospheric rock song by American singer-songwriter Jeff Buckley, known for its dynamic vocals and ethereal guitar work.
  • E. The Realness
    The Realness is the critically acclaimed 2001 debut studio album by Queensbridge rapper Cormega, celebrated for its raw, street-conscious lyricism and classic East Coast hip-hop sound.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6cca54819094ea0bed1517724e completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022323e2c08190b8a86b865a14dbbe completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a0225016e98819080af0ec2aa50aeb4 completed May 11, 2026, 6:50 p.m.
NED2 Entity disambiguation (via description) batch_6a0225751f188190bed9a57a26491122 completed May 11, 2026, 6:52 p.m.
Created at: April 10, 2026, 10 a.m.