Triple

T20521590
Position Surface form Disambiguated ID Type / Status
Subject Donald Keyhoe E503820 entity
Predicate notableWork P4 FINISHED
Object Flying Saucers: Top Secret
Flying Saucers: Top Secret is a 1960 nonfiction book by UFO researcher Donald Keyhoe that argues the U.S. government is concealing evidence of extraterrestrial spacecraft.
E1437802 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: Flying Saucers: Top Secret | Statement: [Donald Keyhoe, notableWork, Flying Saucers: Top Secret]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flying Saucers: Top Secret
Context triple: [Donald Keyhoe, notableWork, Flying Saucers: Top Secret]
  • A. The Flying Saucers Are Real
    The Flying Saucers Are Real is a 1950 book by retired U.S. Marine Corps Major Donald Keyhoe that popularized the idea that UFOs are real extraterrestrial spacecraft and alleged a government cover-up of their existence.
  • B. Flying Saucers from Outer Space
    Flying Saucers from Outer Space is a 1953 non-fiction book by retired U.S. Marine Corps Major Donald Keyhoe that popularized the idea of extraterrestrial visitation and government cover-ups of UFOs.
  • C. The Flying Saucer Conspiracy
    The Flying Saucer Conspiracy is a 1955 book by Donald Keyhoe that popularized the idea of a government cover-up of UFO evidence and helped shape early public perceptions of flying saucers.
  • D. Earth vs. the Flying Saucers
    Earth vs. the Flying Saucers is a 1956 American science fiction film known for its iconic stop-motion alien spacecraft effects and classic Cold War-era invasion storyline.
  • E. Flying Saucer
    Flying Saucer is a popular term for a disc-shaped unidentified flying object (UFO) commonly associated with extraterrestrial spacecraft in science fiction and UFO lore.
  • 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: Flying Saucers: Top Secret
Triple: [Donald Keyhoe, notableWork, Flying Saucers: Top Secret]
Generated description
Flying Saucers: Top Secret is a 1960 nonfiction book by UFO researcher Donald Keyhoe that argues the U.S. government is concealing evidence of extraterrestrial spacecraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flying Saucers: Top Secret
Target entity description: Flying Saucers: Top Secret is a 1960 nonfiction book by UFO researcher Donald Keyhoe that argues the U.S. government is concealing evidence of extraterrestrial spacecraft.
  • A. The Flying Saucers Are Real
    The Flying Saucers Are Real is a 1950 book by retired U.S. Marine Corps Major Donald Keyhoe that popularized the idea that UFOs are real extraterrestrial spacecraft and alleged a government cover-up of their existence.
  • B. Flying Saucers from Outer Space
    Flying Saucers from Outer Space is a 1953 non-fiction book by retired U.S. Marine Corps Major Donald Keyhoe that popularized the idea of extraterrestrial visitation and government cover-ups of UFOs.
  • C. The Flying Saucer Conspiracy
    The Flying Saucer Conspiracy is a 1955 book by Donald Keyhoe that popularized the idea of a government cover-up of UFO evidence and helped shape early public perceptions of flying saucers.
  • D. Earth vs. the Flying Saucers
    Earth vs. the Flying Saucers is a 1956 American science fiction film known for its iconic stop-motion alien spacecraft effects and classic Cold War-era invasion storyline.
  • E. Flying Saucer
    Flying Saucer is a popular term for a disc-shaped unidentified flying object (UFO) commonly associated with extraterrestrial spacecraft in science fiction and UFO lore.
  • 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_69e0b4b2aa788190ae9eb37c1d73b1f1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69f46488c819093687b4e07837793 completed April 20, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a55edeb88190bec1cc4ab9771c08 completed May 16, 2026, 5:11 p.m.
NEDg Description generation batch_6a08a931eca081908bf3e16447869ff7 completed May 16, 2026, 5:28 p.m.
NED2 Entity disambiguation (via description) batch_6a08a9aa39308190b9168c396759e7e4 completed May 16, 2026, 5:30 p.m.
Created at: April 16, 2026, 11:36 a.m.