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.