Triple

T3289917
Position Surface form Disambiguated ID Type / Status
Subject Mercedes E69074 entity
Predicate worksWith P398 FINISHED
Object Doctor Ferreiro
Doctor Ferreiro is a compassionate and principled physician in the film "Pan's Labyrinth," who secretly aids the anti-Franco resistance.
E343683 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: Doctor Ferreiro | Statement: [Mercedes, worksWith, Doctor Ferreiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Ferreiro
Context triple: [Mercedes, worksWith, Doctor Ferreiro]
  • A. Dr. Casares
    Dr. Casares is a compassionate, aging doctor and caretaker at a remote orphanage in Guillermo del Toro’s gothic horror film "The Devil’s Backbone."
  • B. Dr. Delmarre
    Dr. Delmarre is a key character in Isaac Asimov's science fiction novel "The Naked Sun," serving as a prominent roboticist whose death becomes the central mystery of the story.
  • C. Dr. Minoret
    Dr. Minoret is a central fictional physician in Honoré de Balzac’s "Scènes de la vie de province," notable for embodying the social and moral tensions of provincial French life in the 19th century.
  • D. Dr. Hilarius
    Dr. Hilarius is a sinister, possibly deranged psychiatrist in Thomas Pynchon’s novel "The Crying of Lot 49," known for his unsettling experiments and darkly comic presence.
  • E. Dr. Jerry Xavier
    Dr. Jerry Xavier is a fictional character associated with the persona of Doctor X, likely serving as an alter ego or key figure within that narrative universe.
  • 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: Doctor Ferreiro
Triple: [Mercedes, worksWith, Doctor Ferreiro]
Generated description
Doctor Ferreiro is a compassionate and principled physician in the film "Pan's Labyrinth," who secretly aids the anti-Franco resistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Ferreiro
Target entity description: Doctor Ferreiro is a compassionate and principled physician in the film "Pan's Labyrinth," who secretly aids the anti-Franco resistance.
  • A. Dr. Casares
    Dr. Casares is a compassionate, aging doctor and caretaker at a remote orphanage in Guillermo del Toro’s gothic horror film "The Devil’s Backbone."
  • B. Dr. Delmarre
    Dr. Delmarre is a key character in Isaac Asimov's science fiction novel "The Naked Sun," serving as a prominent roboticist whose death becomes the central mystery of the story.
  • C. Dr. Minoret
    Dr. Minoret is a central fictional physician in Honoré de Balzac’s "Scènes de la vie de province," notable for embodying the social and moral tensions of provincial French life in the 19th century.
  • D. Dr. Hilarius
    Dr. Hilarius is a sinister, possibly deranged psychiatrist in Thomas Pynchon’s novel "The Crying of Lot 49," known for his unsettling experiments and darkly comic presence.
  • E. Dr. Jerry Xavier
    Dr. Jerry Xavier is a fictional character associated with the persona of Doctor X, likely serving as an alter ego or key figure within that narrative universe.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05bd6b08190bcb9f0e5da82bc21 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e862835881909c2f3b8f86f10742 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e986dcc88190bd3daa6c6fdcb50e completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.