Triple

T10589931
Position Surface form Disambiguated ID Type / Status
Subject Battle of Richmond battlefield E249955 entity
Predicate associatedWithCampaign P2543 FINISHED
Object Confederate Heartland Offensive
The Confederate Heartland Offensive was a major 1862 American Civil War campaign in which Confederate forces attempted to carry the war into the Union states of Kentucky and beyond to sway border-state loyalty and gain strategic advantage.
E873387 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: Confederate Heartland Offensive | Statement: [Battle of Richmond battlefield, associatedWithCampaign, Confederate Heartland Offensive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Confederate Heartland Offensive
Context triple: [Battle of Richmond battlefield, associatedWithCampaign, Confederate Heartland Offensive]
  • A. Meridian Campaign
    The Meridian Campaign was a major 1864 Union offensive in the American Civil War, led by General William T. Sherman to destroy Confederate infrastructure in Mississippi and pave the way for his later March to the Sea.
  • B. New Georgia Campaign
    The New Georgia Campaign was a World War II Allied offensive in the Solomon Islands aimed at capturing the Japanese-held island of New Georgia and its vital airfields as part of the broader strategy to neutralize Rabaul.
  • C. Valley Campaign of 1862
    The Valley Campaign of 1862 was Confederate General Stonewall Jackson’s famed Civil War offensive in Virginia’s Shenandoah Valley, noted for its rapid maneuvers and strategic impact far beyond its small scale.
  • D. Spring–Summer Offensive
    The Spring–Summer Offensive, also known as the Nguyen Hue Offensive, was a major 1972 North Vietnamese military campaign during the Vietnam War aimed at weakening South Vietnamese and U.S. forces through large-scale conventional attacks.
  • E. Operation Wheeler
    Operation Wheeler was a U.S. Army combat operation conducted by the 11th Infantry Brigade during the Vietnam War, aimed at engaging and disrupting enemy forces in Quảng Tín Province.
  • 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: Confederate Heartland Offensive
Triple: [Battle of Richmond battlefield, associatedWithCampaign, Confederate Heartland Offensive]
Generated description
The Confederate Heartland Offensive was a major 1862 American Civil War campaign in which Confederate forces attempted to carry the war into the Union states of Kentucky and beyond to sway border-state loyalty and gain strategic advantage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Confederate Heartland Offensive
Target entity description: The Confederate Heartland Offensive was a major 1862 American Civil War campaign in which Confederate forces attempted to carry the war into the Union states of Kentucky and beyond to sway border-state loyalty and gain strategic advantage.
  • A. Meridian Campaign
    The Meridian Campaign was a major 1864 Union offensive in the American Civil War, led by General William T. Sherman to destroy Confederate infrastructure in Mississippi and pave the way for his later March to the Sea.
  • B. New Georgia Campaign
    The New Georgia Campaign was a World War II Allied offensive in the Solomon Islands aimed at capturing the Japanese-held island of New Georgia and its vital airfields as part of the broader strategy to neutralize Rabaul.
  • C. Valley Campaign of 1862
    The Valley Campaign of 1862 was Confederate General Stonewall Jackson’s famed Civil War offensive in Virginia’s Shenandoah Valley, noted for its rapid maneuvers and strategic impact far beyond its small scale.
  • D. Spring–Summer Offensive
    The Spring–Summer Offensive, also known as the Nguyen Hue Offensive, was a major 1972 North Vietnamese military campaign during the Vietnam War aimed at weakening South Vietnamese and U.S. forces through large-scale conventional attacks.
  • E. Operation Wheeler
    Operation Wheeler was a U.S. Army combat operation conducted by the 11th Infantry Brigade during the Vietnam War, aimed at engaging and disrupting enemy forces in Quảng Tín Province.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5277a39f08190848f24752cfa4b8f completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b99b3248190b5eac0e99cb73d4b completed April 10, 2026, 7:12 p.m.
NEDg Description generation batch_69d94eb817cc8190902f6178d83b52a6 completed April 10, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d952c334448190b1c21964b55a3a68 completed April 10, 2026, 7:42 p.m.
Created at: April 6, 2026, 12:40 p.m.