Triple

T2464014
Position Surface form Disambiguated ID Type / Status
Subject Battle off Samar E55200 entity
Predicate combatantFormation P13145 FINISHED
Object U.S. Task Unit 77.4.3
U.S. Task Unit 77.4.3, nicknamed "Taffy 3," was a small U.S. Navy escort carrier task unit that famously fought against overwhelming Japanese naval forces during the Battle off Samar in World War II.
E268165 NE FINISHED

How this triple was built (5 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. Task Unit 77.4.3 | Statement: [Battle off Samar, combatantFormation, U.S. Task Unit 77.4.3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Task Unit 77.4.3
Context triple: [Battle off Samar, combatantFormation, U.S. Task Unit 77.4.3]
  • A. Task Force 77
    Task Force 77 was a U.S. Navy carrier task force in the Pacific, best known for coordinating major naval air operations during the Korean and Vietnam Wars.
  • B. Task Force 17
    Task Force 17 was a U.S. Navy carrier task force in the Pacific Theater of World War II, noted for its role in early carrier battles such as the Coral Sea and Midway.
  • C. Task Force 158
    Task Force 158 was the ad hoc U.S. Army aviation unit created during the Iran hostage rescue attempt that evolved into the elite 160th Special Operations Aviation Regiment (“Night Stalkers”).
  • D. Task Force 67
    Task Force 67 was a U.S. Navy surface combat group in the Pacific Theater of World War II, noted for its involvement in the Guadalcanal campaign and related naval battles.
  • E. Marine Raiders
    Marine Raiders were elite World War II-era United States Marine Corps special operations units known for their amphibious light-infantry raids in the Pacific Theater.
  • 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. Task Unit 77.4.3
Triple: [Battle off Samar, combatantFormation, U.S. Task Unit 77.4.3]
Generated description
U.S. Task Unit 77.4.3, nicknamed "Taffy 3," was a small U.S. Navy escort carrier task unit that famously fought against overwhelming Japanese naval forces during the Battle off Samar in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Task Unit 77.4.3
Target entity description: U.S. Task Unit 77.4.3, nicknamed "Taffy 3," was a small U.S. Navy escort carrier task unit that famously fought against overwhelming Japanese naval forces during the Battle off Samar in World War II.
  • A. Task Force 77
    Task Force 77 was a U.S. Navy carrier task force in the Pacific, best known for coordinating major naval air operations during the Korean and Vietnam Wars.
  • B. Task Force 17
    Task Force 17 was a U.S. Navy carrier task force in the Pacific Theater of World War II, noted for its role in early carrier battles such as the Coral Sea and Midway.
  • C. Task Force 158
    Task Force 158 was the ad hoc U.S. Army aviation unit created during the Iran hostage rescue attempt that evolved into the elite 160th Special Operations Aviation Regiment (“Night Stalkers”).
  • D. Task Force 67
    Task Force 67 was a U.S. Navy surface combat group in the Pacific Theater of World War II, noted for its involvement in the Guadalcanal campaign and related naval battles.
  • E. Marine Raiders
    Marine Raiders were elite World War II-era United States Marine Corps special operations units known for their amphibious light-infantry raids in the Pacific Theater.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: combatantFormation
Context triple: [Battle off Samar, combatantFormation, U.S. Task Unit 77.4.3]
  • A. navalFormation chosen
    Indicates a relationship where multiple naval units are organized into a coordinated tactical or operational group.
  • B. usedMilitaryFormation
    Indicates that an entity employed a specific military formation or tactical arrangement of forces in a military context.
  • C. militaryFormationLevel
    Indicates the hierarchical level or scale of a military formation within an armed forces organizational structure.
  • D. garrisonDuringFormation
    Indicates that a military unit is stationed in a specific garrison location during its period of formation or initial organization.
  • E. notableAirFormation
    Indicates a significant or noteworthy configuration, pattern, or structure formed in the air (such as clouds, smoke, or other aerial phenomena).
  • F. None of above.

Provenance (6 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2bc7b5481908b3664495e99f1a4 completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0d6ed7481909e900f947463d5d8 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef186935c81909301659a96e1a4e2 completed March 9, 2026, 4:12 p.m.
NED2 Entity disambiguation (via description) batch_69aef8272668819084626e890a49e1b3 completed March 9, 2026, 4:41 p.m.
PD Predicate disambiguation batch_69abd0b3ea308190a6d8499c2a542c50 completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:44 p.m.