Triple

T9958572
Position Surface form Disambiguated ID Type / Status
Subject Angus King E195504 entity
Predicate employer P7 FINISHED
Object Pineau Policy Associates (former)
Pineau Policy Associates (former) was a policy consulting firm where future U.S. Senator and Maine Governor Angus King previously worked.
E832889 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: Pineau Policy Associates (former) | Statement: [Angus King, employer, Pineau Policy Associates (former)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pineau Policy Associates (former)
Context triple: [Angus King, employer, Pineau Policy Associates (former)]
  • A. The Scowcroft Group
    The Scowcroft Group is an international business advisory firm founded by former U.S. National Security Advisor Brent Scowcroft, specializing in strategic consulting on global political and economic issues.
  • B. Pearce Institute
    The Pearce Institute is a historic community and cultural centre in Govan, Glasgow, known for hosting local social, educational, and arts activities.
  • C. PGI & Associates
    PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
  • D. Doxiadis Associates
    Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
  • E. Bennetts Associates
    Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
  • 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: Pineau Policy Associates (former)
Triple: [Angus King, employer, Pineau Policy Associates (former)]
Generated description
Pineau Policy Associates (former) was a policy consulting firm where future U.S. Senator and Maine Governor Angus King previously worked.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pineau Policy Associates (former)
Target entity description: Pineau Policy Associates (former) was a policy consulting firm where future U.S. Senator and Maine Governor Angus King previously worked.
  • A. The Scowcroft Group
    The Scowcroft Group is an international business advisory firm founded by former U.S. National Security Advisor Brent Scowcroft, specializing in strategic consulting on global political and economic issues.
  • B. Pearce Institute
    The Pearce Institute is a historic community and cultural centre in Govan, Glasgow, known for hosting local social, educational, and arts activities.
  • C. PGI & Associates
    PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
  • D. Doxiadis Associates
    Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
  • E. Bennetts Associates
    Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
  • 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_69ca82eaaa008190a54fa1a9f954b9ad completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb6cec7dc8190bb7e43c82a317707 completed April 2, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23d867b408190ab630ae4af0fb827 completed April 5, 2026, 10:46 a.m.
NEDg Description generation batch_69d23eb1c1f481908404225dcccd0697 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d242aea6a08190a73a836e59865c35 completed April 5, 2026, 11:08 a.m.
Created at: March 30, 2026, 8:46 p.m.