Triple

T3245485
Position Surface form Disambiguated ID Type / Status
Subject DTrace E68056 entity
Predicate notableContributor P304 FINISHED
Object Mike Shapiro
Mike Shapiro is a software engineer best known for his key role in designing and developing the DTrace dynamic tracing framework for Solaris.
E341125 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: Mike Shapiro | Statement: [DTrace, notableContributor, Mike Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mike Shapiro
Context triple: [DTrace, notableContributor, Mike Shapiro]
  • A. Jamie S. Gorelick
    Jamie S. Gorelick is an American lawyer and former U.S. Deputy Attorney General who has held prominent roles in government, law, and public policy.
  • B. Thomas P. DiNapoli
    Thomas P. DiNapoli is an American politician and public official who has long served as New York State Comptroller, overseeing the state’s finances, pension fund, and fiscal accountability.
  • C. Michael Baca
    Michael Baca is an American presidential elector known for his role in the landmark U.S. Supreme Court case Colorado Department of State v. Baca, which addressed whether states can penalize or replace “faithless electors” in the Electoral College.
  • D. James Whitaker
    James Whitaker is a film cinematographer known for his work on feature films such as the comedy-drama "Troop Zero."
  • E. Richard Priebus
    Richard Priebus is the father of former Republican National Committee chairman and White House Chief of Staff Reince Priebus.
  • 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: Mike Shapiro
Triple: [DTrace, notableContributor, Mike Shapiro]
Generated description
Mike Shapiro is a software engineer best known for his key role in designing and developing the DTrace dynamic tracing framework for Solaris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mike Shapiro
Target entity description: Mike Shapiro is a software engineer best known for his key role in designing and developing the DTrace dynamic tracing framework for Solaris.
  • A. Jamie S. Gorelick
    Jamie S. Gorelick is an American lawyer and former U.S. Deputy Attorney General who has held prominent roles in government, law, and public policy.
  • B. Thomas P. DiNapoli
    Thomas P. DiNapoli is an American politician and public official who has long served as New York State Comptroller, overseeing the state’s finances, pension fund, and fiscal accountability.
  • C. Michael Baca
    Michael Baca is an American presidential elector known for his role in the landmark U.S. Supreme Court case Colorado Department of State v. Baca, which addressed whether states can penalize or replace “faithless electors” in the Electoral College.
  • D. James Whitaker
    James Whitaker is a film cinematographer known for his work on feature films such as the comedy-drama "Troop Zero."
  • E. Richard Priebus
    Richard Priebus is the father of former Republican National Committee chairman and White House Chief of Staff Reince Priebus.
  • 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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf1a96148190b63bf46209712707 completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2775f76988190bfaaaabce63f6f6b completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2786b7d388190ad0d97bd41a60543 completed March 12, 2026, 8:25 a.m.
NED2 Entity disambiguation (via description) batch_69b27c45f6b08190966fbc3fd28664ec completed March 12, 2026, 8:41 a.m.
Created at: March 8, 2026, 3:09 p.m.