Triple

T26121301
Position Surface form Disambiguated ID Type / Status
Subject Norman Friedman E658976 entity
Predicate notableWork P4 FINISHED
Object Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars
"Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars" is a historical and analytical study by naval historian Norman Friedman that examines the evolution of information-driven naval operations and command systems from World War I through the late 20th century.
 E1711886 NE FINISHED

How this triple was built (2 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: Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars | Statement: [Norman Friedman, notableWork, Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars]
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: Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars
Triple: [Norman Friedman, notableWork, Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars]
Generated description
"Network-Centric Warfare: How Navies Learned to Fight Smarter Through Three World Wars" is a historical and analytical study by naval historian Norman Friedman that examines the evolution of information-driven naval operations and command systems from World War I through the late 20th century.

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_69ee5bc2b2948190b458ad3f580af779 completed April 26, 2026, 6:38 p.m.
NER Named-entity recognition batch_69f60acc421481909c02cdbfcc5754a4 completed May 2, 2026, 2:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a112757c8048190afe8a27a42956a18 completed May 23, 2026, 4:04 a.m.
NEDg Description generation batch_6a114d41451c8190b885b39c66b01460 completed May 23, 2026, 6:46 a.m.
NED2 Entity disambiguation (via description) batch_6a114e49bc2081909689bf91d3d0eef1 completed May 23, 2026, 6:50 a.m.
Created at: April 26, 2026, 8:08 p.m.