Triple

T10632012

Position	Surface form	Disambiguated ID	Type / Status
Subject	601st Special Forces Group	`E250479`	entity
Predicate	hasPredecessor	`P97`	FINISHED
Object	71st Special Reconnaissance Battalion The 71st Special Reconnaissance Battalion was a Czechoslovak (later Czech) elite special operations and reconnaissance unit that served as a forerunner to the modern 601st Special Forces Group.	`E875239`	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: 71st Special Reconnaissance Battalion | Statement: [601st Special Forces Group, hasPredecessor, 71st Special Reconnaissance Battalion]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: 71st Special Reconnaissance Battalion
Context triple: [601st Special Forces Group, hasPredecessor, 71st Special Reconnaissance Battalion]

A. 303rd Special Operations Unit
The 303rd Special Operations Unit is a specialized military formation focused on conducting high-risk, unconventional missions typically associated with elite special operations forces.
B. 601st Special Forces Group
The 601st Special Forces Group is an elite Czech military unit specializing in unconventional warfare, reconnaissance, and counter-terrorism operations.
C. 720th Special Tactics Group
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
D. 27th Special Operations Group
The 27th Special Operations Group is a U.S. Air Force unit that conducts specialized air operations, including infiltration, exfiltration, and resupply of special operations forces, often using a variety of fixed-wing and rotary aircraft.
E. 5th Special Forces Regiment
The 5th Special Forces Regiment is an elite Slovak military unit specializing in special operations, reconnaissance, and counter-terrorism missions.
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: 71st Special Reconnaissance Battalion
Triple: [601st Special Forces Group, hasPredecessor, 71st Special Reconnaissance Battalion]

Generated description

The 71st Special Reconnaissance Battalion was a Czechoslovak (later Czech) elite special operations and reconnaissance unit that served as a forerunner to the modern 601st Special Forces Group.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: 71st Special Reconnaissance Battalion
Target entity description: The 71st Special Reconnaissance Battalion was a Czechoslovak (later Czech) elite special operations and reconnaissance unit that served as a forerunner to the modern 601st Special Forces Group.

A. 303rd Special Operations Unit
The 303rd Special Operations Unit is a specialized military formation focused on conducting high-risk, unconventional missions typically associated with elite special operations forces.
B. 601st Special Forces Group
The 601st Special Forces Group is an elite Czech military unit specializing in unconventional warfare, reconnaissance, and counter-terrorism operations.
C. 720th Special Tactics Group
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
D. 27th Special Operations Group
The 27th Special Operations Group is a U.S. Air Force unit that conducts specialized air operations, including infiltration, exfiltration, and resupply of special operations forces, often using a variety of fixed-wing and rotary aircraft.
E. 5th Special Forces Regiment
The 5th Special Forces Regiment is an elite Slovak military unit specializing in special operations, reconnaissance, and counter-terrorism missions.
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_69d6aa5993448190a493b790b8f85010`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d6df94dc1c8190b6347eaf35a5acc2`	completed	April 8, 2026, 11:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d96bb4bbf08190994ea9123c0b2dab`	completed	April 10, 2026, 9:29 p.m.
NEDg	Description generation	`batch_69d96df03c2881909af8501ecf6ac180`	completed	April 10, 2026, 9:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69d96f063d588190adcfd56b2b0afccf`	completed	April 10, 2026, 9:43 p.m.

Created at: April 8, 2026, 9:01 p.m.