Triple

T1407506
Position Surface form Disambiguated ID Type / Status
Subject Talla Keyali E31726 entity
Predicate shipAssignment P27676 FINISHED
Object USS Orville (ECV-197)
The USS Orville (ECV-197) is a mid-level exploratory starship in the Planetary Union fleet and the primary setting of the science-fiction television series "The Orville."
E161210 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: USS Orville (ECV-197) | Statement: [Talla Keyali, shipAssignment, USS Orville (ECV-197)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USS Orville (ECV-197)
Context triple: [Talla Keyali, shipAssignment, USS Orville (ECV-197)]
  • A. USS Turner Joy (DD-951)
    USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
  • B. USS Wasp
    USS Wasp was a prominent warship of the American Revolutionary-era Continental Navy, known for its role in early naval engagements against British forces.
  • C. USS Kitty Hawk (CV-63)
    USS Kitty Hawk (CV-63) was a U.S. Navy Kitty Hawk–class supercarrier that served as a key conventionally powered aircraft carrier from the early 1960s until its decommissioning in 2009.
  • D. USS Bunker Hill (CV-17)
    USS Bunker Hill (CV-17) was an Essex-class U.S. Navy aircraft carrier that saw extensive combat service in the Pacific Theater during World War II, including major operations against Japan.
  • E. USS La Vallette (DD-448)
    USS La Vallette (DD-448) was a U.S. Navy Fletcher-class destroyer that saw extensive service in the Pacific during World War II.
  • 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 Orville (ECV-197)
Triple: [Talla Keyali, shipAssignment, USS Orville (ECV-197)]
Generated description
The USS Orville (ECV-197) is a mid-level exploratory starship in the Planetary Union fleet and the primary setting of the science-fiction television series "The Orville."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USS Orville (ECV-197)
Target entity description: The USS Orville (ECV-197) is a mid-level exploratory starship in the Planetary Union fleet and the primary setting of the science-fiction television series "The Orville."
  • A. USS Turner Joy (DD-951)
    USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
  • B. USS Wasp
    USS Wasp was a prominent warship of the American Revolutionary-era Continental Navy, known for its role in early naval engagements against British forces.
  • C. USS Kitty Hawk (CV-63)
    USS Kitty Hawk (CV-63) was a U.S. Navy Kitty Hawk–class supercarrier that served as a key conventionally powered aircraft carrier from the early 1960s until its decommissioning in 2009.
  • D. USS Bunker Hill (CV-17)
    USS Bunker Hill (CV-17) was an Essex-class U.S. Navy aircraft carrier that saw extensive combat service in the Pacific Theater during World War II, including major operations against Japan.
  • E. USS La Vallette (DD-448)
    USS La Vallette (DD-448) was a U.S. Navy Fletcher-class destroyer that saw extensive service in the Pacific during World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: shipAssignment
Context triple: [Talla Keyali, shipAssignment, USS Orville (ECV-197)]
  • A. shipUsed
    Indicates that a particular ship was employed or utilized in carrying out an event, activity, or operation.
  • B. shipRepresents
    Indicates that one entity (typically a ship) serves as a symbol, stand-in, or representation for another entity, concept, or group.
  • C. shipsWith
    Indicates that one entity is delivered, packaged, or provided together with another entity as part of the same shipment or bundle.
  • D. shipCommissionedAs
    Indicates that a ship entered active service under a specific name or designation at the time of its commissioning.
  • E. shipInvolved
    Indicates that a ship participates in, is associated with, or plays a role in a specified event or situation.
  • F. None of above. chosen

Provenance (7 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bf7f0c8190aee96818de6ff4a5 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace5770ea08190ac91b47a4ed5bf35 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace62a94e88190883d25cdb748e8c1 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace68ab3788190bc3b55dd9a0fe267 completed March 8, 2026, 3:01 a.m.
PD Predicate disambiguation batch_69a4bf030a388190bc82d30b9233e873 completed March 1, 2026, 10:34 p.m.
PDg Predicate description generation batch_69a4c11067b48190bca6ef3ac1475c20 completed March 1, 2026, 10:43 p.m.
Created at: March 1, 2026, 7:59 p.m.