Triple

T2400069
Position Surface form Disambiguated ID Type / Status
Subject United States Army Chaplain Corps E47744 entity
Predicate employs P7 FINISHED
Object Army chaplains
Army chaplains are ordained religious leaders who serve within military units to provide spiritual support, counseling, and religious services to soldiers and their families.
E263267 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: Army chaplains | Statement: [United States Army Chaplain Corps, employs, Army chaplains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army chaplains
Context triple: [United States Army Chaplain Corps, employs, Army chaplains]
  • A. United States Army Chaplain Corps
    The United States Army Chaplain Corps is the branch of the U.S. Army responsible for providing religious support, spiritual care, and moral guidance to soldiers and their families across all components of the Army.
  • B. British Army Chaplaincy
    The British Army Chaplaincy is the branch of the British Army responsible for providing spiritual support, pastoral care, and moral guidance to serving personnel and their families.
  • C. Chaplain of the United States House of Representatives
    The Chaplain of the United States House of Representatives is a nonpartisan officer who offers daily prayers, provides pastoral care to members and staff, and coordinates religious and ceremonial observances for the House.
  • D. Clergy reserves
    Clergy reserves were tracts of land in colonial Canada set aside to provide income for the support of Protestant churches, particularly the Anglican Church.
  • E. Naval Chaplaincy School and Center
    The Naval Chaplaincy School and Center is the U.S. Navy’s primary institution for training and educating chaplains and religious program specialists to provide spiritual care and ethical guidance to sailors, Marines, and their families.
  • 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: Army chaplains
Triple: [United States Army Chaplain Corps, employs, Army chaplains]
Generated description
Army chaplains are ordained religious leaders who serve within military units to provide spiritual support, counseling, and religious services to soldiers and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army chaplains
Target entity description: Army chaplains are ordained religious leaders who serve within military units to provide spiritual support, counseling, and religious services to soldiers and their families.
  • A. United States Army Chaplain Corps
    The United States Army Chaplain Corps is the branch of the U.S. Army responsible for providing religious support, spiritual care, and moral guidance to soldiers and their families across all components of the Army.
  • B. British Army Chaplaincy
    The British Army Chaplaincy is the branch of the British Army responsible for providing spiritual support, pastoral care, and moral guidance to serving personnel and their families.
  • C. Chaplain of the United States House of Representatives
    The Chaplain of the United States House of Representatives is a nonpartisan officer who offers daily prayers, provides pastoral care to members and staff, and coordinates religious and ceremonial observances for the House.
  • D. Clergy reserves
    Clergy reserves were tracts of land in colonial Canada set aside to provide income for the support of Protestant churches, particularly the Anglican Church.
  • E. Naval Chaplaincy School and Center
    The Naval Chaplaincy School and Center is the U.S. Navy’s primary institution for training and educating chaplains and religious program specialists to provide spiritual care and ethical guidance to sailors, Marines, and their families.
  • 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_69a88a1c450c81909f61abb8b6863885 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc8c95d8c819088e4bb4fb32452ae completed March 7, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e319c481908537fe278f6f0a67 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4b83ec48190b2852daef0767ac8 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb57f0e90819093b096955f9cc2b5 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:57 p.m.