Triple

T1887717
Position Surface form Disambiguated ID Type / Status
Subject How To Become A Hacker E41799 entity
Predicate authorAbbreviation P33057 FINISHED
Object ESR
ESR is the commonly used abbreviation for Eric S. Raymond, an influential American software developer and open-source advocate.
E210076 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: ESR | Statement: [How To Become A Hacker, authorAbbreviation, ESR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESR
Context triple: [How To Become A Hacker, authorAbbreviation, ESR]
  • A. ERS
    ERS is the principal economic and social science research agency of the U.S. Department of Agriculture, providing data and analysis on agriculture, food, the environment, and rural development.
  • B. ERI
    ERI is the Earthquake Research Institute of the University of Tokyo, a leading Japanese center for seismology and earthquake-related research.
  • C. ESM
    ESM is the abbreviation for NASA’s Exceptional Service Medal, an honor awarded to individuals for significant, sustained contributions to the agency’s mission.
  • D. ESM
    ESM is an intergovernmental financial institution of the eurozone that provides financial assistance to member states in economic distress to safeguard financial stability.
  • E. ESD
    ESD is the primary economic development agency of New York State, responsible for promoting business growth, job creation, and investment.
  • 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: ESR
Triple: [How To Become A Hacker, authorAbbreviation, ESR]
Generated description
ESR is the commonly used abbreviation for Eric S. Raymond, an influential American software developer and open-source advocate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESR
Target entity description: ESR is the commonly used abbreviation for Eric S. Raymond, an influential American software developer and open-source advocate.
  • A. ERS
    ERS is the principal economic and social science research agency of the U.S. Department of Agriculture, providing data and analysis on agriculture, food, the environment, and rural development.
  • B. ERI
    ERI is the Earthquake Research Institute of the University of Tokyo, a leading Japanese center for seismology and earthquake-related research.
  • C. ESM
    ESM is the abbreviation for NASA’s Exceptional Service Medal, an honor awarded to individuals for significant, sustained contributions to the agency’s mission.
  • D. ESM
    ESM is an intergovernmental financial institution of the eurozone that provides financial assistance to member states in economic distress to safeguard financial stability.
  • E. ESD
    ESD is the primary economic development agency of New York State, responsible for promoting business growth, job creation, and investment.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: authorAbbreviation
Context triple: [How To Become A Hacker, authorAbbreviation, ESR]
  • A. publisherAbbreviation
    Indicates that one entity is an abbreviated or shortened form of the name of a publisher entity.
  • B. botanicalAuthorAbbreviation
    Indicates the standardized abbreviated form of a botanist’s name used to cite them as the author of a plant’s scientific name.
  • C. authorName
    Indicates the name associated with the person or entity that authored a given work or resource.
  • D. academicTitleAbbreviation
    Indicates that one entity is the standard abbreviated form of another entity’s full academic title.
  • E. firstPublicationAuthorName
    Indicates the name of the author who wrote the work’s first published edition.
  • F. None of above. chosen

Provenance (7 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_69a8864b6de0819098d089f6a1b910a7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb121a3cc81909c60ac65627142d1 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf63863881908efd8010db14b8a8 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69ade06eb0608190992291b9a0d5368c completed March 8, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69ade0d3f77481909cb4c9a57a9fb6a7 completed March 8, 2026, 8:49 p.m.
PD Predicate disambiguation batch_69abafe61bc48190ac9ead027df930e1 completed March 7, 2026, 4:56 a.m.
PDg Predicate description generation batch_69abb11bfd2c8190a805372589f73238 completed March 7, 2026, 5:01 a.m.
Created at: March 4, 2026, 7:34 p.m.