Triple

T19602918
Position Surface form Disambiguated ID Type / Status
Subject Marshall Thompson E470525 entity
Predicate portrayed P1668 FINISHED
Object Pvt. Robert "Bob" Anderson in To Hell and Back
Pvt. Robert "Bob" Anderson is a supporting character in the World War II film "To Hell and Back," serving as one of the fellow soldiers alongside Audie Murphy’s character.
 E1384495 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: Pvt. Robert "Bob" Anderson in To Hell and Back | Statement: [Marshall Thompson, portrayed, Pvt. Robert "Bob" Anderson in To Hell and Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pvt. Robert "Bob" Anderson in To Hell and Back
Context triple: [Marshall Thompson, portrayed, Pvt. Robert "Bob" Anderson in To Hell and Back]
  • A. Staff Sergeant Bob Barnes
    Staff Sergeant Bob Barnes is a hardened, battle-scarred Vietnam War squad leader and one of the central, morally ambiguous figures in Oliver Stone’s film "Platoon."
  • B. Sgt. Roebuck
    Sgt. Roebuck is a tough and battle-hardened U.S. Marine non-commissioned officer who serves as a key squad leader in the Pacific campaign of Call of Duty: World at War.
  • C. Sergeant Kinnie in Battleground
    Sergeant Kinnie in *Battleground* is the tough yet compassionate squad leader portrayed by James Whitmore in the 1949 World War II film about the Battle of the Bulge.
  • D. Corporal Miller
    Corporal Miller is a skilled explosives expert and member of the commando team in the World War II adventure film "The Guns of Navarone."
  • E. Sergeant Charlie Nelson
    Sergeant Charlie Nelson is a fictional police detective who serves as one of DCI John Barnaby’s sergeants in the long-running British crime drama series *Midsomer Murders*.
  • 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: Pvt. Robert "Bob" Anderson in To Hell and Back
Triple: [Marshall Thompson, portrayed, Pvt. Robert "Bob" Anderson in To Hell and Back]
Generated description
Pvt. Robert "Bob" Anderson is a supporting character in the World War II film "To Hell and Back," serving as one of the fellow soldiers alongside Audie Murphy’s character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pvt. Robert "Bob" Anderson in To Hell and Back
Target entity description: Pvt. Robert "Bob" Anderson is a supporting character in the World War II film "To Hell and Back," serving as one of the fellow soldiers alongside Audie Murphy’s character.
  • A. Staff Sergeant Bob Barnes
    Staff Sergeant Bob Barnes is a hardened, battle-scarred Vietnam War squad leader and one of the central, morally ambiguous figures in Oliver Stone’s film "Platoon."
  • B. Sgt. Roebuck
    Sgt. Roebuck is a tough and battle-hardened U.S. Marine non-commissioned officer who serves as a key squad leader in the Pacific campaign of Call of Duty: World at War.
  • C. Sergeant Kinnie in Battleground
    Sergeant Kinnie in *Battleground* is the tough yet compassionate squad leader portrayed by James Whitmore in the 1949 World War II film about the Battle of the Bulge.
  • D. Corporal Miller
    Corporal Miller is a skilled explosives expert and member of the commando team in the World War II adventure film "The Guns of Navarone."
  • E. Sergeant Charlie Nelson
    Sergeant Charlie Nelson is a fictional police detective who serves as one of DCI John Barnaby’s sergeants in the long-running British crime drama series *Midsomer Murders*.
  • 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_69d8e510024481908415c0d616fa6186 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64080a57c8190837cbe82b93163bf completed April 20, 2026, 3:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f1dc2f48190a66d0145b39f06a3 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a075fbe27a081909c6869abfdfb6079 completed May 15, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a07608dfcb481908833ecb65c10b96b completed May 15, 2026, 6:06 p.m.
Created at: April 10, 2026, 1:43 p.m.