Triple

T19517166
Position Surface form Disambiguated ID Type / Status
Subject Constance Spano E488306 entity
Predicate spouse P13 FINISHED
Object David Levinson
David Levinson is a central character in the "Independence Day" film series, portrayed as a brilliant satellite technician and scientist who helps devise humanity’s defense against an alien invasion.
 E381889 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: David Levinson | Statement: [Constance Spano, spouse, David Levinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Levinson
Context triple: [Constance Spano, spouse, David Levinson]
  • A. David Levinson
    David Levinson is the brilliant, neurotic computer expert and satellite technician Jeff Goldblum plays in the science-fiction film "Independence Day."
  • B. David Levinson
    David Levinson was an American Jewish fraternity leader best known for founding the collegiate social fraternity Sigma Alpha Mu in the early 20th century.
  • C. David Levinson
    David Levinson is a screenwriter known for his work on the 2018 film "Welcome Home."
  • D. Paul F. Edwards
    Paul F. Edwards is a television and film screenwriter best known for his work on the acclaimed American Civil War miniseries "North and South."
  • E. Charles F. Wennerstrum
    Charles F. Wennerstrum was an American judge best known for serving as a presiding judge at one of the Subsequent Nuremberg Trials following 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: David Levinson
Triple: [Constance Spano, spouse, David Levinson]
Generated description
David Levinson is a central character in the "Independence Day" film series, portrayed as a brilliant satellite technician and scientist who helps devise humanity’s defense against an alien invasion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Levinson
Target entity description: David Levinson is a central character in the "Independence Day" film series, portrayed as a brilliant satellite technician and scientist who helps devise humanity’s defense against an alien invasion.
  • A. David Levinson chosen
    David Levinson is the brilliant, neurotic computer expert and satellite technician Jeff Goldblum plays in the science-fiction film "Independence Day."
  • B. David Levinson
    David Levinson was an American Jewish fraternity leader best known for founding the collegiate social fraternity Sigma Alpha Mu in the early 20th century.
  • C. David Levinson
    David Levinson is a screenwriter known for his work on the 2018 film "Welcome Home."
  • D. Paul F. Edwards
    Paul F. Edwards is a television and film screenwriter best known for his work on the acclaimed American Civil War miniseries "North and South."
  • E. Charles F. Wennerstrum
    Charles F. Wennerstrum was an American judge best known for serving as a presiding judge at one of the Subsequent Nuremberg Trials following World War II.
  • F. None of above.

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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359ca7648190804c4d655170fda3 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074727002c8190aa3783c66242a4e4 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a0747e1f0d08190b69246a4c7fe4143 completed May 15, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0748be762c8190b561a2e5039bca42 completed May 15, 2026, 4:24 p.m.
Created at: April 10, 2026, 1:40 p.m.