Triple
T14750505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carlo Forlanini |
E346587
|
entity |
| Predicate | inceptionOf |
P61
|
FINISHED |
| Object |
artificial pneumothorax therapy
Artificial pneumothorax therapy is a historical medical treatment for pulmonary tuberculosis that involved intentionally collapsing a lung to allow diseased tissue to rest and heal.
|
E1117360
|
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: artificial pneumothorax therapy | Statement: [Carlo Forlanini, inceptionOf, artificial pneumothorax therapy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: artificial pneumothorax therapy Context triple: [Carlo Forlanini, inceptionOf, artificial pneumothorax therapy]
-
A.
PPO2
PPO2 is an improved variant of the Proximal Policy Optimization reinforcement learning algorithm, designed for stable and efficient policy gradient training in continuous and discrete control tasks.
-
B.
Humphrey–Weidman technique
The Humphrey–Weidman technique is a foundational modern dance methodology emphasizing principles like fall and recovery, developed through the collaborative work of choreographers Doris Humphrey and Charles Weidman.
-
C.
Prothesis
Prothesis is the liturgical area and ritual in Eastern Christian churches where the bread and wine are prepared before the Divine Liturgy.
-
D.
Collapsible Lung
Collapsible Lung is a pop rock album by the Christian band Relient K, known for its more mainstream, radio-friendly sound compared to their earlier work.
-
E.
The Breathing Method
The Breathing Method is a horror novella by Stephen King about a mysterious, macabre childbirth story told within an exclusive New York gentlemen’s club.
- 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: artificial pneumothorax therapy Triple: [Carlo Forlanini, inceptionOf, artificial pneumothorax therapy]
Generated description
Artificial pneumothorax therapy is a historical medical treatment for pulmonary tuberculosis that involved intentionally collapsing a lung to allow diseased tissue to rest and heal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: artificial pneumothorax therapy Target entity description: Artificial pneumothorax therapy is a historical medical treatment for pulmonary tuberculosis that involved intentionally collapsing a lung to allow diseased tissue to rest and heal.
-
A.
PPO2
PPO2 is an improved variant of the Proximal Policy Optimization reinforcement learning algorithm, designed for stable and efficient policy gradient training in continuous and discrete control tasks.
-
B.
Humphrey–Weidman technique
The Humphrey–Weidman technique is a foundational modern dance methodology emphasizing principles like fall and recovery, developed through the collaborative work of choreographers Doris Humphrey and Charles Weidman.
-
C.
Prothesis
Prothesis is the liturgical area and ritual in Eastern Christian churches where the bread and wine are prepared before the Divine Liturgy.
-
D.
Collapsible Lung
Collapsible Lung is a pop rock album by the Christian band Relient K, known for its more mainstream, radio-friendly sound compared to their earlier work.
-
E.
The Breathing Method
The Breathing Method is a horror novella by Stephen King about a mysterious, macabre childbirth story told within an exclusive New York gentlemen’s club.
- 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7d2e1748190b16ede681fe52872 |
completed | April 14, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb9a56a08190b6a178cd930a072d |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfde8ed30819083600cdac241675e |
completed | May 8, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfe969a6081908f4ebec0f6538811 |
completed | May 8, 2026, 3:17 p.m. |
Created at: April 10, 2026, 1:30 a.m.