Triple

T27309518
Position Surface form Disambiguated ID Type / Status
Subject Marshall D. Shulman E689162 entity
Predicate notableWork P4 FINISHED
Object The Soviet Union and the United States: An Interpretive History
*The Soviet Union and the United States: An Interpretive History* is a scholarly book by Marshall D. Shulman that analyzes the historical development and dynamics of U.S.–Soviet relations.
 E1768155 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: The Soviet Union and the United States: An Interpretive History | Statement: [Marshall D. Shulman, notableWork, The Soviet Union and the United States: An Interpretive History]
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: The Soviet Union and the United States: An Interpretive History
Triple: [Marshall D. Shulman, notableWork, The Soviet Union and the United States: An Interpretive History]
Generated description
*The Soviet Union and the United States: An Interpretive History* is a scholarly book by Marshall D. Shulman that analyzes the historical development and dynamics of U.S.–Soviet relations.

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_69ef355b931c8190a63cafaf7bcc008b completed April 27, 2026, 10:07 a.m.
NER Named-entity recognition batch_69f627b1835481909b0e68123b14f96b completed May 2, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a129cb13f58819093a6745e6d13ea60 completed May 24, 2026, 6:37 a.m.
NEDg Description generation batch_6a129e56c1588190b62c831e4b5eb0b8 completed May 24, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_6a129f8b990881909f3583d524cbe8bb completed May 24, 2026, 6:49 a.m.
Created at: April 27, 2026, 11:27 a.m.