Triple

T20921728
Position Surface form Disambiguated ID Type / Status
Subject Stephen Hadley E515224 entity
Predicate coFounderOf P104 FINISHED
Object RiceHadleyGates LLC
RiceHadleyGates LLC is a strategic consulting firm focused on international policy and geopolitical risk, founded by former senior U.S. national security officials including Stephen Hadley, Condoleezza Rice, and Robert Gates.
E1457953 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: RiceHadleyGates LLC | Statement: [Stephen Hadley, coFounderOf, RiceHadleyGates LLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RiceHadleyGates LLC
Context triple: [Stephen Hadley, coFounderOf, RiceHadleyGates LLC]
  • A. Roving Enterprises
    Roving Enterprises is an Australian television production company best known for creating and producing comedy and talk shows, including programs hosted by comedian Rove McManus.
  • B. Jewell Enterprises
    Jewell Enterprises was an American film distribution and production company known for handling the U.S. release of the 1956 re-edited version of the Japanese film "Godzilla," titled "Godzilla, King of the Monsters!"
  • C. Nielsen Hayden
    Nielsen Hayden is the hyphenated surname of the prominent science fiction editor and blogger Patrick Nielsen Hayden.
  • D. Pinehearst Company
    Pinehearst Company is a powerful and morally ambiguous research corporation in the TV series "Heroes," central to experiments on people with superhuman abilities and large-scale schemes to control them.
  • E. RLK and Company
    RLK and Company is the private management company that operates the historic Timberline Lodge ski area on Mount Hood in Oregon.
  • 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: RiceHadleyGates LLC
Triple: [Stephen Hadley, coFounderOf, RiceHadleyGates LLC]
Generated description
RiceHadleyGates LLC is a strategic consulting firm focused on international policy and geopolitical risk, founded by former senior U.S. national security officials including Stephen Hadley, Condoleezza Rice, and Robert Gates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RiceHadleyGates LLC
Target entity description: RiceHadleyGates LLC is a strategic consulting firm focused on international policy and geopolitical risk, founded by former senior U.S. national security officials including Stephen Hadley, Condoleezza Rice, and Robert Gates.
  • A. Roving Enterprises
    Roving Enterprises is an Australian television production company best known for creating and producing comedy and talk shows, including programs hosted by comedian Rove McManus.
  • B. Jewell Enterprises
    Jewell Enterprises was an American film distribution and production company known for handling the U.S. release of the 1956 re-edited version of the Japanese film "Godzilla," titled "Godzilla, King of the Monsters!"
  • C. Nielsen Hayden
    Nielsen Hayden is the hyphenated surname of the prominent science fiction editor and blogger Patrick Nielsen Hayden.
  • D. Pinehearst Company
    Pinehearst Company is a powerful and morally ambiguous research corporation in the TV series "Heroes," central to experiments on people with superhuman abilities and large-scale schemes to control them.
  • E. RLK and Company
    RLK and Company is the private management company that operates the historic Timberline Lodge ski area on Mount Hood in Oregon.
  • 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_69e0b4fb431c8190b9d40e6a72f0cc87 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f64e56bc81908aa86f2176fcc0db completed April 21, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fc8ddc88190b863f952ecfba75b completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a0920fa7e488190b92045b9bd619bba completed May 17, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a09216f7b188190b327efe8e4cceae1 completed May 17, 2026, 2:01 a.m.
Created at: April 16, 2026, 12:48 p.m.