Triple

T9131733
Position Surface form Disambiguated ID Type / Status
Subject Mélanie Thierry E219101 entity
Predicate notableWork P4 FINISHED
Object Inhuman Resources
Inhuman Resources is a French television drama series that follows a middle-aged former HR executive who becomes entangled in a violent corporate role-play that spirals out of control.
E780229 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: Inhuman Resources | Statement: [Mélanie Thierry, notableWork, Inhuman Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inhuman Resources
Context triple: [Mélanie Thierry, notableWork, Inhuman Resources]
  • A. Manpower
    Manpower is a 1941 American drama film directed by Raoul Walsh, starring Edward G. Robinson, Marlene Dietrich, and George Raft in a story about rival linemen whose friendship is tested by love and ambition.
  • B. HRM
    HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
  • C. Management and the Worker
    Management and the Worker is a landmark 1939 book by Elton Mayo and colleagues that analyzes the Hawthorne studies and helped establish the human relations movement in industrial and organizational psychology.
  • D. HR
    HR is the official vehicle registration code used on license plates for motor vehicles registered in the Indian state of Haryana.
  • E. HRMS
    HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
  • 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: Inhuman Resources
Triple: [Mélanie Thierry, notableWork, Inhuman Resources]
Generated description
Inhuman Resources is a French television drama series that follows a middle-aged former HR executive who becomes entangled in a violent corporate role-play that spirals out of control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inhuman Resources
Target entity description: Inhuman Resources is a French television drama series that follows a middle-aged former HR executive who becomes entangled in a violent corporate role-play that spirals out of control.
  • A. Manpower
    Manpower is a 1941 American drama film directed by Raoul Walsh, starring Edward G. Robinson, Marlene Dietrich, and George Raft in a story about rival linemen whose friendship is tested by love and ambition.
  • B. HRM
    HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
  • C. Management and the Worker
    Management and the Worker is a landmark 1939 book by Elton Mayo and colleagues that analyzes the Hawthorne studies and helped establish the human relations movement in industrial and organizational psychology.
  • D. HR
    HR is the official vehicle registration code used on license plates for motor vehicles registered in the Indian state of Haryana.
  • E. HRMS
    HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8ceea6c81909f368f12dac1649c completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047dc25208190a720910e6d43199b completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d049058dec81909854965276252808 completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049913b7481909ccbaf4999e37c06 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:18 p.m.