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.