Triple

T14071291
Position Surface form Disambiguated ID Type / Status
Subject Operation Hastings E338611 entity
Predicate alsoKnownAs P39 FINISHED
Object Hastings
Hastings is the common shorthand name for Operation Hastings, a major U.S. Marine Corps and South Vietnamese military offensive conducted in 1966 during the Vietnam War.
 E1078127 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: Hastings | Statement: [Operation Hastings, alsoKnownAs, Hastings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hastings
Context triple: [Operation Hastings, alsoKnownAs, Hastings]
  • A. Hastings
    Hastings is a coastal town on Victoria, Australia’s Mornington Peninsula known for its port facilities and access to Western Port Bay.
  • B. Hastings
    Hastings is a historic seaside town and popular coastal resort in East Sussex, England, best known for its association with the 1066 Battle of Hastings and its traditional fishing and tourism industries.
  • C. Hastings
    Hastings is a major urban center in the Hawke's Bay region of New Zealand's North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
  • D. Hastings
    Hastings is a surname most prominently associated with Reed Hastings, the co-founder and longtime CEO of Netflix.
  • E. Hastings
    Hastings is a small commuter rail stop in Weston, Massachusetts, served by the MBTA's Fitchburg Line.
  • 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: Hastings
Triple: [Operation Hastings, alsoKnownAs, Hastings]
Generated description
Hastings is the common shorthand name for Operation Hastings, a major U.S. Marine Corps and South Vietnamese military offensive conducted in 1966 during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hastings
Target entity description: Hastings is the common shorthand name for Operation Hastings, a major U.S. Marine Corps and South Vietnamese military offensive conducted in 1966 during the Vietnam War.
  • A. Hastings
    Hastings is a historic seaside town and popular coastal resort in East Sussex, England, best known for its association with the 1066 Battle of Hastings and its traditional fishing and tourism industries.
  • B. Hastings
    Hastings is a coastal town on Victoria, Australia’s Mornington Peninsula known for its port facilities and access to Western Port Bay.
  • C. Hastings
    Hastings is a small rural city located in Mills County in the southwestern part of the U.S. state of Iowa.
  • D. Hastings
    Hastings is a surname most prominently associated with Reed Hastings, the co-founder and longtime CEO of Netflix.
  • E. Hastings
    Hastings is a major urban center in the Hawke's Bay region of New Zealand's North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5aa828819098ef55a70a0decbc completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66cfe2c8190af8354316d4f4df9 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc5c893dc81908538136e0f9170ca completed May 7, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69fcc64ac93c8190ad40a04c74f70e18 completed May 7, 2026, 5:05 p.m.
Created at: April 9, 2026, 10:21 p.m.