Triple

T19872901
Position Surface form Disambiguated ID Type / Status
Subject Heaven Sent E477563 entity
Predicate writer P1360 FINISHED
Object Alex Francis
Alex Francis is a writer best known for his work on the song "Heaven Sent."
E1399806 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: Alex Francis | Statement: [Heaven Sent, writer, Alex Francis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alex Francis
Context triple: [Heaven Sent, writer, Alex Francis]
  • A. Jo Francis
    Jo Francis is a film editor best known for her work on the crime drama film "In the Valley of Elah."
  • B. Austin Stowell
    Austin Stowell is an American actor known for his roles in films such as "Whiplash," "Bridge of Spies," and "Colossal," as well as various television series.
  • C. M. J. Curtis
    M. J. Curtis was an architect known for designing the Nevada State Capitol building in Carson City.
  • D. Alex Ferris
    Alex Ferris is a Canadian actor known for his roles as a child performer in films and television series during the 2000s.
  • E. Justin Fonda
    Justin Fonda is an American actor and cinematographer, best known as the son of actor Peter Fonda and a member of the prominent Fonda acting family.
  • 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: Alex Francis
Triple: [Heaven Sent, writer, Alex Francis]
Generated description
Alex Francis is a writer best known for his work on the song "Heaven Sent."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alex Francis
Target entity description: Alex Francis is a writer best known for his work on the song "Heaven Sent."
  • A. Jo Francis
    Jo Francis is a film editor best known for her work on the crime drama film "In the Valley of Elah."
  • B. Austin Stowell
    Austin Stowell is an American actor known for his roles in films such as "Whiplash," "Bridge of Spies," and "Colossal," as well as various television series.
  • C. M. J. Curtis
    M. J. Curtis was an architect known for designing the Nevada State Capitol building in Carson City.
  • D. Alex Ferris
    Alex Ferris is a Canadian actor known for his roles as a child performer in films and television series during the 2000s.
  • E. Justin Fonda
    Justin Fonda is an American actor and cinematographer, best known as the son of actor Peter Fonda and a member of the prominent Fonda acting family.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658d92f9c8190b363587ed1881c2c completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc44f748190a65d88890960d90b completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dc854a0c8190b0da81ead6b9cfc1 completed May 16, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd45e93c8190b14c23487398a8ec completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:51 p.m.