Triple

T9514269
Position Surface form Disambiguated ID Type / Status
Subject Task Group 22.3 E229482 entity
Predicate hasShip P14595 FINISHED
Object USS Flaherty (DE-135)
USS Flaherty (DE-135) was an Edsall-class destroyer escort of the United States Navy that served primarily in Atlantic convoy and anti-submarine operations during World War II.
E810413 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: USS Flaherty (DE-135) | Statement: [Task Group 22.3, hasShip, USS Flaherty (DE-135)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USS Flaherty (DE-135)
Context triple: [Task Group 22.3, hasShip, USS Flaherty (DE-135)]
  • A. USS Hammann (DE-131)
    USS Hammann (DE-131) was a World War II-era U.S. Navy Edsall-class destroyer escort named in honor of Medal of Honor recipient Charles Hammann.
  • B. USS Decatur (DD-341)
    USS Decatur (DD-341) was a Clemson-class destroyer of the United States Navy that served primarily between World War I and World War II, performing patrol, training, and fleet support duties.
  • C. USS Samuel B. Roberts (DE-413)
    USS Samuel B. Roberts (DE-413) was a John C. Butler–class destroyer escort famed for its heroic, outgunned charge against a superior Japanese fleet during the Battle off Samar in World War II.
  • D. USS Gleaves (DD-423)
    USS Gleaves (DD-423) was the lead ship of the Gleaves-class destroyers that served in the United States Navy during World War II.
  • E. USS Henley (DD-391)
    USS Henley (DD-391) was a Bagley-class destroyer of the United States Navy that served in the Pacific during World War II before being sunk in 1943.
  • 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: USS Flaherty (DE-135)
Triple: [Task Group 22.3, hasShip, USS Flaherty (DE-135)]
Generated description
USS Flaherty (DE-135) was an Edsall-class destroyer escort of the United States Navy that served primarily in Atlantic convoy and anti-submarine operations during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USS Flaherty (DE-135)
Target entity description: USS Flaherty (DE-135) was an Edsall-class destroyer escort of the United States Navy that served primarily in Atlantic convoy and anti-submarine operations during World War II.
  • A. USS Hammann (DE-131)
    USS Hammann (DE-131) was a World War II-era U.S. Navy Edsall-class destroyer escort named in honor of Medal of Honor recipient Charles Hammann.
  • B. USS Decatur (DD-341)
    USS Decatur (DD-341) was a Clemson-class destroyer of the United States Navy that served primarily between World War I and World War II, performing patrol, training, and fleet support duties.
  • C. USS Samuel B. Roberts (DE-413)
    USS Samuel B. Roberts (DE-413) was a John C. Butler–class destroyer escort famed for its heroic, outgunned charge against a superior Japanese fleet during the Battle off Samar in World War II.
  • D. USS Gleaves (DD-423)
    USS Gleaves (DD-423) was the lead ship of the Gleaves-class destroyers that served in the United States Navy during World War II.
  • E. USS Henley (DD-391)
    USS Henley (DD-391) was a Bagley-class destroyer of the United States Navy that served in the Pacific during World War II before being sunk in 1943.
  • 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_69ca84777560819084cddd999badc1aa completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd986bfcac8190aa97f8975cb17f6c completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d178eb63e08190b069faaa0c5dbcb2 completed April 4, 2026, 8:47 p.m.
NEDg Description generation batch_69d17b33ba6c8190a4d08d29ea6c7b86 completed April 4, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69d17bb23b68819083a54ff8a19f741c completed April 4, 2026, 8:59 p.m.
Created at: March 30, 2026, 7:58 p.m.