Triple

T15728941
Position Surface form Disambiguated ID Type / Status
Subject Ken Berry E381289 entity
Predicate servedIn P253 FINISHED
Object Special Services (U.S. Army entertainment unit)
Special Services was a U.S. Army entertainment unit responsible for organizing and providing morale-boosting performances and recreational activities for military personnel, particularly during and after World War II.
E1173454 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: Special Services (U.S. Army entertainment unit) | Statement: [Ken Berry, servedIn, Special Services (U.S. Army entertainment unit)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Services (U.S. Army entertainment unit)
Context triple: [Ken Berry, servedIn, Special Services (U.S. Army entertainment unit)]
  • A. Theater Army
    A Theater Army is a senior Army headquarters responsible for planning, controlling, and supporting land operations across a large geographic combatant command or theater of war.
  • B. U.S. Navy Civilian Artist Corps
    The U.S. Navy Civilian Artist Corps is a program of civilian artists commissioned by the United States Navy to document naval personnel, operations, and history through official artwork.
  • C. United States Army Band
    The United States Army Band is the premier musical organization of the U.S. Army, known for performing ceremonial, patriotic, and concert music at official military and national events.
  • D. Ceremonial Company
    Ceremonial Company is a unit of the Royal Life Guards responsible for ceremonial duties such as royal guards, parades, and state events in Denmark.
  • E. Special Services Group
    Special Services Group is Pakistan’s elite special operations force, renowned for its rigorous training and counterterrorism, reconnaissance, and unconventional warfare capabilities.
  • 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: Special Services (U.S. Army entertainment unit)
Triple: [Ken Berry, servedIn, Special Services (U.S. Army entertainment unit)]
Generated description
Special Services was a U.S. Army entertainment unit responsible for organizing and providing morale-boosting performances and recreational activities for military personnel, particularly during and after World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Services (U.S. Army entertainment unit)
Target entity description: Special Services was a U.S. Army entertainment unit responsible for organizing and providing morale-boosting performances and recreational activities for military personnel, particularly during and after World War II.
  • A. Theater Army
    A Theater Army is a senior Army headquarters responsible for planning, controlling, and supporting land operations across a large geographic combatant command or theater of war.
  • B. U.S. Navy Civilian Artist Corps
    The U.S. Navy Civilian Artist Corps is a program of civilian artists commissioned by the United States Navy to document naval personnel, operations, and history through official artwork.
  • C. United States Army Band
    The United States Army Band is the premier musical organization of the U.S. Army, known for performing ceremonial, patriotic, and concert music at official military and national events.
  • D. Ceremonial Company
    Ceremonial Company is a unit of the Royal Life Guards responsible for ceremonial duties such as royal guards, parades, and state events in Denmark.
  • E. Special Services Group
    Special Services Group is Pakistan’s elite special operations force, renowned for its rigorous training and counterterrorism, reconnaissance, and unconventional warfare capabilities.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb4cc0081909efe330339474017 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82faa5508190a28e2a224d4a4a06 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff8388b3588190ae55c123bb19cb2c completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff84125e808190a4d465d9effad639 completed May 9, 2026, 6:59 p.m.
Created at: April 10, 2026, 4:46 a.m.