Triple

T23128592
Position Surface form Disambiguated ID Type / Status
Subject Free Spirit E577103 entity
Predicate hasCastMember P2308 FINISHED
Object Franc Luz
Franc Luz is an American actor known for his work in film, television, and theater, particularly during the 1980s and 1990s.
E1571162 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: Franc Luz | Statement: [Free Spirit, hasCastMember, Franc Luz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franc Luz
Context triple: [Free Spirit, hasCastMember, Franc Luz]
  • A. Francisco Ramon
    Francisco Ramon, better known as Cisco Ramon, is a brilliant mechanical engineer and metahuman hero from DC Comics’ The Flash, where he operates as the tech expert and superhero Vibe.
  • B. Solomon Luna
    Solomon Luna was a prominent New Mexican rancher, banker, and Republican politician of the late 19th and early 20th centuries, influential in the territory’s economic and political development.
  • C. Francis Xavier Atencio
    Francis Xavier Atencio was an American animator and Imagineer best known for his work on classic Disney attractions such as Pirates of the Caribbean and The Haunted Mansion.
  • D. Don Marcelino
    Don Marcelino is a coastal municipality in the province of Davao Occidental in the Philippines, known for its agricultural and fishing-based local economy.
  • E. John Avila
    John Avila is an American bassist and record producer best known for his work with the new wave band Oingo Boingo during the 1980s.
  • 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: Franc Luz
Triple: [Free Spirit, hasCastMember, Franc Luz]
Generated description
Franc Luz is an American actor known for his work in film, television, and theater, particularly during the 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franc Luz
Target entity description: Franc Luz is an American actor known for his work in film, television, and theater, particularly during the 1980s and 1990s.
  • A. Francisco Ramon
    Francisco Ramon, better known as Cisco Ramon, is a brilliant mechanical engineer and metahuman hero from DC Comics’ The Flash, where he operates as the tech expert and superhero Vibe.
  • B. Solomon Luna
    Solomon Luna was a prominent New Mexican rancher, banker, and Republican politician of the late 19th and early 20th centuries, influential in the territory’s economic and political development.
  • C. Francis Xavier Atencio
    Francis Xavier Atencio was an American animator and Imagineer best known for his work on classic Disney attractions such as Pirates of the Caribbean and The Haunted Mansion.
  • D. Don Marcelino
    Don Marcelino is a coastal municipality in the province of Davao Occidental in the Philippines, known for its agricultural and fishing-based local economy.
  • E. John Avila
    John Avila is an American bassist and record producer best known for his work with the new wave band Oingo Boingo during the 1980s.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e857b40819081f9df03fff64d48 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f606048190943cc7d879ffcfa2 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271f3c24819093f04fc69ae90160 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27e86440819089fae3350b29d722 completed May 19, 2026, 9:05 a.m.
Created at: April 17, 2026, 4 p.m.