Triple

T1415884
Position Surface form Disambiguated ID Type / Status
Subject Operation Linebacker E31914 entity
Predicate implementedBy P172 FINISHED
Object 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.
E162912 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: Task Force 77 | Statement: [Operation Linebacker, implementedBy, Task Force 77]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Task Force 77
Context triple: [Operation Linebacker, implementedBy, Task Force 77]
  • A. 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.
  • B. 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.
  • 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. Joint Task Force-Bravo
    Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
  • E. Task Force Ranger
    Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
  • 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: Task Force 77
Triple: [Operation Linebacker, implementedBy, Task Force 77]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Task Force 77
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. Joint Task Force-Bravo
    Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
  • E. Task Force Ranger
    Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c402b1648190b87802d9beb2712e completed March 1, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace5812abc819091894509e9d6bd77 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace95beb64819081f6f169c86105fd completed March 8, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_69ace9bd8fcc8190b25515f2ba1284c0 completed March 8, 2026, 3:15 a.m.
Created at: March 1, 2026, 7:59 p.m.