Triple

T8503520
Position Surface form Disambiguated ID Type / Status
Subject Philip J. Klass E201279 entity
Predicate notableWork P4 FINISHED
Object UFOs Explained
"UFOs Explained" is a skeptical, investigative book by aviation journalist Philip J. Klass that analyzes and offers conventional explanations for prominent UFO sightings and cases.
E739176 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: UFOs Explained | Statement: [Philip J. Klass, notableWork, UFOs Explained]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UFOs Explained
Context triple: [Philip J. Klass, notableWork, UFOs Explained]
  • A. UFOs
    UFOs (Unidentified Flying Objects) are aerial phenomena that observers cannot immediately identify, often associated with extraterrestrial spacecraft in popular culture and scientific speculation.
  • B. UFO
    "UFO" is a British science fiction television series created by Gerry and Sylvia Anderson, set in a near-future world where a secret military organization defends Earth against alien invaders.
  • C. UFOria
    UFOria is a 1985 offbeat romantic comedy film blending UFO fanaticism and small-town eccentricity, starring Fred Ward, Harry Dean Stanton, and Cindy Williams.
  • D. 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.
  • E. Shonku o UFO
    Shonku o UFO is a Bengali science fiction story in the Professor Shonku series by Satyajit Ray, featuring the eccentric scientist’s encounter with mysterious extraterrestrial phenomena.
  • 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: UFOs Explained
Triple: [Philip J. Klass, notableWork, UFOs Explained]
Generated description
"UFOs Explained" is a skeptical, investigative book by aviation journalist Philip J. Klass that analyzes and offers conventional explanations for prominent UFO sightings and cases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UFOs Explained
Target entity description: "UFOs Explained" is a skeptical, investigative book by aviation journalist Philip J. Klass that analyzes and offers conventional explanations for prominent UFO sightings and cases.
  • A. UFOs
    UFOs (Unidentified Flying Objects) are aerial phenomena that observers cannot immediately identify, often associated with extraterrestrial spacecraft in popular culture and scientific speculation.
  • B. UFO
    "UFO" is a British science fiction television series created by Gerry and Sylvia Anderson, set in a near-future world where a secret military organization defends Earth against alien invaders.
  • C. UFOria
    UFOria is a 1985 offbeat romantic comedy film blending UFO fanaticism and small-town eccentricity, starring Fred Ward, Harry Dean Stanton, and Cindy Williams.
  • D. 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.
  • E. Shonku o UFO
    Shonku o UFO is a Bengali science fiction story in the Professor Shonku series by Satyajit Ray, featuring the eccentric scientist’s encounter with mysterious extraterrestrial phenomena.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe59d67d081908155a43b9b463fe3 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e26a3108190a48b00c2927be971 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff88ff48190a5641635187a9e4f completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50fd3150819097562093bee78a6d completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:14 p.m.