Triple

T843926
Position Surface form Disambiguated ID Type / Status
Subject 5th Marine Division E18235 entity
Predicate component P35 FINISHED
Object 5th Pioneer Battalion
The 5th Pioneer Battalion was a World War II-era U.S. Marine Corps engineering and construction unit that provided combat support within the 5th Marine Division, notably during the Pacific campaign.
E105336 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: 5th Pioneer Battalion | Statement: [5th Marine Division, component, 5th Pioneer Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 5th Pioneer Battalion
Context triple: [5th Marine Division, component, 5th Pioneer Battalion]
  • A. 5th Tank Battalion
    The 5th Tank Battalion was a U.S. Marine Corps armored unit that provided tank support for the 5th Marine Division during World War II.
  • B. Royal Pioneer Corps
    The Royal Pioneer Corps was a British Army unit responsible primarily for light engineering, labor, and logistical support tasks, especially during World War II.
  • C. 51st Battalion, Far North Queensland Regiment
    The 51st Battalion, Far North Queensland Regiment is a light infantry unit of the Australian Army Reserve responsible for surveillance and security operations across remote northern Queensland and the Torres Strait.
  • D. Australian 9th Division
    The Australian 9th Division was a distinguished infantry division of the Second Australian Imperial Force in World War II, renowned for its pivotal role in the North African and Pacific campaigns.
  • E. 2nd Commando Regiment
    The 2nd Commando Regiment is an elite special operations unit of the Australian Army specializing in high-readiness, direct action, and counterterrorism 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: 5th Pioneer Battalion
Triple: [5th Marine Division, component, 5th Pioneer Battalion]
Generated description
The 5th Pioneer Battalion was a World War II-era U.S. Marine Corps engineering and construction unit that provided combat support within the 5th Marine Division, notably during the Pacific campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 5th Pioneer Battalion
Target entity description: The 5th Pioneer Battalion was a World War II-era U.S. Marine Corps engineering and construction unit that provided combat support within the 5th Marine Division, notably during the Pacific campaign.
  • A. 5th Tank Battalion
    The 5th Tank Battalion was a U.S. Marine Corps armored unit that provided tank support for the 5th Marine Division during World War II.
  • B. Royal Pioneer Corps
    The Royal Pioneer Corps was a British Army unit responsible primarily for light engineering, labor, and logistical support tasks, especially during World War II.
  • C. 51st Battalion, Far North Queensland Regiment
    The 51st Battalion, Far North Queensland Regiment is a light infantry unit of the Australian Army Reserve responsible for surveillance and security operations across remote northern Queensland and the Torres Strait.
  • D. Australian 9th Division
    The Australian 9th Division was a distinguished infantry division of the Second Australian Imperial Force in World War II, renowned for its pivotal role in the North African and Pacific campaigns.
  • E. 2nd Commando Regiment
    The 2nd Commando Regiment is an elite special operations unit of the Australian Army specializing in high-readiness, direct action, and counterterrorism 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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac07fedc8190ab05595f25c1792f completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c016a8a88190965e7c703b0329fb completed March 4, 2026, 5:16 a.m.
NEDg Description generation batch_69a7c1782d108190825ece29e7532bf6 completed March 4, 2026, 5:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7c21dd42881908ac19fed7454d7a9 completed March 4, 2026, 5:24 a.m.
Created at: March 1, 2026, 7:38 p.m.