Triple

T1490805
Position Surface form Disambiguated ID Type / Status
Subject Lotus Development Corporation E29573 entity
Predicate keyPerson P256 FINISHED
Object Jim Manzi
Jim Manzi is an American businessman best known for leading Lotus Development Corporation as its CEO during the height of its success in the software industry.
E176078 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: Jim Manzi | Statement: [Lotus Development Corporation, keyPerson, Jim Manzi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jim Manzi
Context triple: [Lotus Development Corporation, keyPerson, Jim Manzi]
  • A. Mike Schafer
    Mike Schafer is a longtime head coach of the Cornell Big Red men's ice hockey team, known for leading the program to sustained success and multiple NCAA tournament appearances.
  • B. Phil Zimmermann
    Phil Zimmermann is an American cryptographer best known as the creator of Pretty Good Privacy (PGP), a widely used email encryption software that helped popularize strong cryptography for the public.
  • C. Jeff Weltman
    Jeff Weltman is a basketball executive who serves as the top front-office decision-maker for the NBA’s Orlando Magic.
  • D. Michael Rogers
    Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • E. Mitchell Baker
    Mitchell Baker is an American business leader and open-source advocate best known as the longtime chair and former CEO of Mozilla, where she has guided the development of the Firefox web browser and the organization’s internet-for-good mission.
  • 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: Jim Manzi
Triple: [Lotus Development Corporation, keyPerson, Jim Manzi]
Generated description
Jim Manzi is an American businessman best known for leading Lotus Development Corporation as its CEO during the height of its success in the software industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jim Manzi
Target entity description: Jim Manzi is an American businessman best known for leading Lotus Development Corporation as its CEO during the height of its success in the software industry.
  • A. Mike Schafer
    Mike Schafer is a longtime head coach of the Cornell Big Red men's ice hockey team, known for leading the program to sustained success and multiple NCAA tournament appearances.
  • B. Phil Zimmermann
    Phil Zimmermann is an American cryptographer best known as the creator of Pretty Good Privacy (PGP), a widely used email encryption software that helped popularize strong cryptography for the public.
  • C. Jeff Weltman
    Jeff Weltman is a basketball executive who serves as the top front-office decision-maker for the NBA’s Orlando Magic.
  • D. Michael Rogers
    Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • E. Mitchell Baker
    Mitchell Baker is an American business leader and open-source advocate best known as the longtime chair and former CEO of Mozilla, where she has guided the development of the Firefox web browser and the organization’s internet-for-good mission.
  • 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_69a498da82e08190ba833330d05f380f completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6c233ec819087e1233af02aabfc completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad308bf1048190bc15a712e5ee0caa completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3234bc508190a86647325df1d41a completed March 8, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad32ca046c81908bcdc3f76e65e4d0 completed March 8, 2026, 8:26 a.m.
Created at: March 1, 2026, 8:12 p.m.