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.