Triple

T12727837
Position Surface form Disambiguated ID Type / Status
Subject Army of the Frontier E304151 entity
Predicate notableCommander P1197 FINISHED
Object James G. Blunt
James G. Blunt was a Union major general during the American Civil War, known for his leadership in the Trans-Mississippi Theater and campaigns in Kansas, Missouri, and the Indian Territory.
 E1495018 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: James G. Blunt | Statement: [Army of the Frontier, notableCommander, James G. Blunt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James G. Blunt
Context triple: [Army of the Frontier, notableCommander, James G. Blunt]
  • A. James M. Johnston
    James M. Johnston is a film producer known for his work on independent and art-house films, including the acclaimed supernatural drama "A Ghost Story."
  • B. Benjamin F. Blodgett
    Benjamin F. Blodgett is an individual notable enough to be specifically cited as a bearer of the Blodgett surname, though detailed public information about his life or achievements appears limited.
  • C. Benjamin A. Wetherell
    Benjamin A. Wetherell was an American architect known for designing notable civic buildings such as the Kalamazoo County Courthouse in Michigan.
  • D. John M. Bevan
    John M. Bevan was an American educator best known for founding Eckerd College in Florida.
  • E. John B. Gough
    John B. Gough was a 19th-century American orator and reformer renowned for his powerful speeches advocating abstinence from alcohol and promoting the temperance cause.
  • 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: James G. Blunt
Triple: [Army of the Frontier, notableCommander, James G. Blunt]
Generated description
James G. Blunt was a Union major general during the American Civil War, known for his leadership in the Trans-Mississippi Theater and campaigns in Kansas, Missouri, and the Indian Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James G. Blunt
Target entity description: James G. Blunt was a Union major general during the American Civil War, known for his leadership in the Trans-Mississippi Theater and campaigns in Kansas, Missouri, and the Indian Territory.
  • A. James M. Johnston
    James M. Johnston is a film producer known for his work on independent and art-house films, including the acclaimed supernatural drama "A Ghost Story."
  • B. Benjamin F. Blodgett
    Benjamin F. Blodgett is an individual notable enough to be specifically cited as a bearer of the Blodgett surname, though detailed public information about his life or achievements appears limited.
  • C. Benjamin A. Wetherell
    Benjamin A. Wetherell was an American architect known for designing notable civic buildings such as the Kalamazoo County Courthouse in Michigan.
  • D. John M. Bevan
    John M. Bevan was an American educator best known for founding Eckerd College in Florida.
  • E. John B. Gough
    John B. Gough was a 19th-century American orator and reformer renowned for his powerful speeches advocating abstinence from alcohol and promoting the temperance cause.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d964172490819080cd022ff8290b6e completed April 10, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a157a5d9481909a67f4d2294cd203 completed May 17, 2026, 7:22 p.m.
NEDg Description generation batch_6a0a1670367c819094330056f53aca2b completed May 17, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0a16f6b54c81909b16531c92c873ff completed May 17, 2026, 7:28 p.m.
Created at: April 9, 2026, 5:25 p.m.