Triple

T2638797
Position Surface form Disambiguated ID Type / Status
Subject Hattiesburg, Mississippi E62812 entity
Predicate near P350 FINISHED
Object Camp Shelby
Camp Shelby is a major U.S. Army National Guard training center in southern Mississippi that has served as an important mobilization and training site since World War I.
E286957 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: Camp Shelby | Statement: [Hattiesburg, Mississippi, near, Camp Shelby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Camp Shelby
Context triple: [Hattiesburg, Mississippi, near, Camp Shelby]
  • A. Fort Gaines
    Fort Gaines is a historic 19th-century coastal fortification on Dauphin Island that played a key role in the Battle of Mobile Bay during the American Civil War.
  • B. Fort Hancock
    Fort Hancock is a historic former U.S. Army coastal defense installation located on Sandy Hook in New Jersey, now preserved as part of Gateway National Recreation Area.
  • C. Fort Finney
    Fort Finney was a late 18th-century U.S. military post on the Ohio River that served as a key site for negotiations and treaties with Native American tribes in the Northwest Territory.
  • D. Fort Eisenhower
    Fort Eisenhower is a United States Army installation near Augusta, Georgia, known for housing the Army Cyber Center of Excellence and serving as a major hub for cyber and signal training.
  • E. Fort Pickens
    Fort Pickens is a historic 19th-century coastal defense fort on the western end of Santa Rosa Island that played a key role in the defense of Pensacola Bay and remained in Union hands throughout the American Civil War.
  • 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: Camp Shelby
Triple: [Hattiesburg, Mississippi, near, Camp Shelby]
Generated description
Camp Shelby is a major U.S. Army National Guard training center in southern Mississippi that has served as an important mobilization and training site since World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Camp Shelby
Target entity description: Camp Shelby is a major U.S. Army National Guard training center in southern Mississippi that has served as an important mobilization and training site since World War I.
  • A. Fort Gaines
    Fort Gaines is a historic 19th-century coastal fortification on Dauphin Island that played a key role in the Battle of Mobile Bay during the American Civil War.
  • B. Fort Hancock
    Fort Hancock is a historic former U.S. Army coastal defense installation located on Sandy Hook in New Jersey, now preserved as part of Gateway National Recreation Area.
  • C. Fort Finney
    Fort Finney was a late 18th-century U.S. military post on the Ohio River that served as a key site for negotiations and treaties with Native American tribes in the Northwest Territory.
  • D. Fort Eisenhower
    Fort Eisenhower is a United States Army installation near Augusta, Georgia, known for housing the Army Cyber Center of Excellence and serving as a major hub for cyber and signal training.
  • E. Fort Pickens
    Fort Pickens is a historic 19th-century coastal defense fort on the western end of Santa Rosa Island that played a key role in the defense of Pensacola Bay and remained in Union hands throughout the American Civil War.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98bb55f08190bb072c9b106aa748 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9990f77081908a03b454fad1fad9 completed March 10, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69af99fe48f881908a1a20f5eed8688c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.