Triple

T13457304
Position Surface form Disambiguated ID Type / Status
Subject M728 Combat Engineer Vehicle E311267 entity
Predicate serviceBranch P2099 FINISHED
Object U.S. Army Combat Engineers
U.S. Army Combat Engineers are specialized soldiers trained to provide mobility, counter-mobility, and survivability on the battlefield through tasks such as breaching obstacles, constructing fortifications, and conducting demolitions.
E652593 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: U.S. Army Combat Engineers | Statement: [M728 Combat Engineer Vehicle, serviceBranch, U.S. Army Combat Engineers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Combat Engineers
Context triple: [M728 Combat Engineer Vehicle, serviceBranch, U.S. Army Combat Engineers]
  • A. Army Corps of Engineers
    The Army Corps of Engineers is a specialized military unit responsible for engineering, construction, and infrastructure support within the Ecuadorian Army.
  • B. Canadian Army Engineering Design Branch
    The Canadian Army Engineering Design Branch was a World War II-era Canadian military engineering organization responsible for developing and overseeing the design of domestic armored fighting vehicles and related equipment.
  • C. 62nd Engineer Battalion
    The 62nd Engineer Battalion is a U.S. Army engineer unit that provides combat and construction engineering support, including mobility, counter-mobility, and survivability operations for military forces.
  • D. Central Army Engineer Group
    The Central Army Engineer Group is a specialized military engineering formation within the Central Army responsible for construction, infrastructure support, and combat engineering tasks.
  • E. 68th Engineer Construction Company
    The 68th Engineer Construction Company is a U.S. Army engineer unit specializing in construction, infrastructure development, and support to combat and contingency operations.
  • 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: U.S. Army Combat Engineers
Triple: [M728 Combat Engineer Vehicle, serviceBranch, U.S. Army Combat Engineers]
Generated description
U.S. Army Combat Engineers are specialized soldiers trained to provide mobility, counter-mobility, and survivability on the battlefield through tasks such as breaching obstacles, constructing fortifications, and conducting demolitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Combat Engineers
Target entity description: U.S. Army Combat Engineers are specialized soldiers trained to provide mobility, counter-mobility, and survivability on the battlefield through tasks such as breaching obstacles, constructing fortifications, and conducting demolitions.
  • A. Army Corps of Engineers
    The Army Corps of Engineers is a specialized military unit responsible for engineering, construction, and infrastructure support within the Ecuadorian Army.
  • B. Canadian Army Engineering Design Branch
    The Canadian Army Engineering Design Branch was a World War II-era Canadian military engineering organization responsible for developing and overseeing the design of domestic armored fighting vehicles and related equipment.
  • C. 62nd Engineer Battalion chosen
    The 62nd Engineer Battalion is a U.S. Army engineer unit that provides combat and construction engineering support, including mobility, counter-mobility, and survivability operations for military forces.
  • D. Central Army Engineer Group
    The Central Army Engineer Group is a specialized military engineering formation within the Central Army responsible for construction, infrastructure support, and combat engineering tasks.
  • E. 68th Engineer Construction Company
    The 68th Engineer Construction Company is a U.S. Army engineer unit specializing in construction, infrastructure development, and support to combat and contingency operations.
  • F. None of above.

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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0a75008190a508060c85f73604 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739a001d08190ae5664c6670540e7 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73b3074bc819081e30b082857c33e completed May 3, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69f73ee5839881908ce75c57f1942b57 completed May 3, 2026, 12:26 p.m.
Created at: April 9, 2026, 9:41 p.m.