Triple

T52662
Position Surface form Disambiguated ID Type / Status
Subject Raytheon Company E1034 entity
Predicate foundedBy P104 FINISHED
Object Laurence K. Marshall
Laurence K. Marshall was an American engineer and entrepreneur best known as a co-founder and early leader of the defense and electronics company Raytheon.
 E8946 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: Laurence K. Marshall | Statement: [Raytheon Company, foundedBy, Laurence K. Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laurence K. Marshall
Context triple: [Raytheon Company, foundedBy, Laurence K. Marshall]
  • A. C. Everett Koop
    C. Everett Koop was a prominent American pediatric surgeon and U.S. Surgeon General known for his influential public health leadership, particularly in raising awareness about smoking risks and the AIDS epidemic.
  • B. George C. Marshall
    George C. Marshall was an American military leader, statesman, and U.S. Secretary of State who played a key role in World War II strategy and postwar European recovery.
  • C. William H. Foege
    William H. Foege is an American epidemiologist and former CDC director renowned for his pivotal role in developing the global strategy that led to the eradication of smallpox.
  • D. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • E. Frank Jack Fletcher
    Frank Jack Fletcher was a U.S. Navy admiral in World War II who played a key leadership role in early Pacific carrier battles, including the Coral Sea and Midway campaigns.
  • 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: Laurence K. Marshall
Triple: [Raytheon Company, foundedBy, Laurence K. Marshall]
Generated description
Laurence K. Marshall was an American engineer and entrepreneur best known as a co-founder and early leader of the defense and electronics company Raytheon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laurence K. Marshall
Target entity description: Laurence K. Marshall was an American engineer and entrepreneur best known as a co-founder and early leader of the defense and electronics company Raytheon.
  • A. C. Everett Koop
    C. Everett Koop was a prominent American pediatric surgeon and U.S. Surgeon General known for his influential public health leadership, particularly in raising awareness about smoking risks and the AIDS epidemic.
  • B. George C. Marshall
    George C. Marshall was an American military leader, statesman, and U.S. Secretary of State who played a key role in World War II strategy and postwar European recovery.
  • C. William H. Foege
    William H. Foege is an American epidemiologist and former CDC director renowned for his pivotal role in developing the global strategy that led to the eradication of smallpox.
  • D. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • E. Frank Jack Fletcher
    Frank Jack Fletcher was a U.S. Navy admiral in World War II who played a key leadership role in early Pacific carrier battles, including the Coral Sea and Midway campaigns.
  • 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_69a2480baefc81909951b14058479aa2 completed Feb. 28, 2026, 1:42 a.m.
NER Named-entity recognition batch_69a24b0382b48190a7ca80ade6d2e270 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266e716048190a57f681fccb4fdeb completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a267b740388190a321023aa52a539a completed Feb. 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69a2685dc64c8190bd611985d1bc27a3 completed Feb. 28, 2026, 4 a.m.
Created at: Feb. 28, 2026, 1:47 a.m.