Triple

T22447357
Position Surface form Disambiguated ID Type / Status
Subject Evidence of Things Unseen E554894 entity
Predicate hasCharacter P2308 FINISHED
Object Lightfoot
Lightfoot is a character in the nonfiction book "Evidence of Things Unseen," likely serving as a key figure in its exploration of science, faith, and the unseen forces shaping human experience.
 E1536635 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: Lightfoot | Statement: [Evidence of Things Unseen, hasCharacter, Lightfoot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lightfoot
Context triple: [Evidence of Things Unseen, hasCharacter, Lightfoot]
  • A. Lightfoot
    Lightfoot is the surname of Lori Lightfoot, the former mayor of Chicago and the city's first Black woman and openly gay person to hold the office.
  • B. Lightfoot
    Lightfoot is a young, charismatic car thief who partners with an aging bank robber in the 1974 crime comedy film "Thunderbolt and Lightfoot."
  • C. Hazel Foot
    Hazel Foot was a member of the prominent Foot family of British Liberal politicians, known primarily as a daughter of Cornish solicitor and politician Isaac Foot.
  • D. Jennifer Foot
    Jennifer Foot is a member of the prominent Foot family of British public figures, being a daughter of Liberal politician and solicitor Isaac Foot.
  • E. Stonefoots
    Stonefoots is a prominent Dwarven house known within fantasy lore for its sturdy lineage and traditional craftsmanship.
  • 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: Lightfoot
Triple: [Evidence of Things Unseen, hasCharacter, Lightfoot]
Generated description
Lightfoot is a character in the nonfiction book "Evidence of Things Unseen," likely serving as a key figure in its exploration of science, faith, and the unseen forces shaping human experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lightfoot
Target entity description: Lightfoot is a character in the nonfiction book "Evidence of Things Unseen," likely serving as a key figure in its exploration of science, faith, and the unseen forces shaping human experience.
  • A. Lightfoot
    Lightfoot is the surname of Lori Lightfoot, the former mayor of Chicago and the city's first Black woman and openly gay person to hold the office.
  • B. Lightfoot
    Lightfoot is a young, charismatic car thief who partners with an aging bank robber in the 1974 crime comedy film "Thunderbolt and Lightfoot."
  • C. Hazel Foot
    Hazel Foot was a member of the prominent Foot family of British Liberal politicians, known primarily as a daughter of Cornish solicitor and politician Isaac Foot.
  • D. Jennifer Foot
    Jennifer Foot is a member of the prominent Foot family of British public figures, being a daughter of Liberal politician and solicitor Isaac Foot.
  • E. Stonefoots
    Stonefoots is a prominent Dwarven house known within fantasy lore for its sturdy lineage and traditional craftsmanship.
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b48be0481909f4601b732424e5b completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c7640fc8190a2dd1643a7c2a5b0 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0cd3f7bc8190bdc1e241ea1c642f completed May 18, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0d40e0c8819083a430e30dba1848 completed May 18, 2026, 12:59 p.m.
Created at: April 16, 2026, 8:47 p.m.