Triple

T15544424
Position Surface form Disambiguated ID Type / Status
Subject Airman Leadership School E370564 entity
Predicate alsoKnownAs P39 FINISHED
Object ALS
ALS is a professional military education course in the U.S. Air Force that prepares junior enlisted airmen for supervisory and leadership responsibilities.
E1162951 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: ALS | Statement: [Airman Leadership School, alsoKnownAs, ALS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ALS
Context triple: [Airman Leadership School, alsoKnownAs, ALS]
  • A. ALS
    ALS (amyotrophic lateral sclerosis) is a progressive neurodegenerative disease that affects nerve cells in the brain and spinal cord, leading to muscle weakness, paralysis, and ultimately respiratory failure.
  • B. ALS
    ALS is the abbreviation for the Army Legal Services Branch, the specialist legal branch of the British Army responsible for providing legal support and advice.
  • C. ALS
    ALS is a state-of-the-art synchrotron radiation facility at Lawrence Berkeley National Laboratory that produces intense X-ray and ultraviolet light for cutting-edge scientific research.
  • D. ALS
    ALS is the IATA airport code for San Luis Valley Regional Airport serving Alamosa, Colorado.
  • E. MND
    MND is the abbreviated name of South Korea’s Ministry of National Defense, the government body responsible for the country’s military affairs and defense policy.
  • 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: ALS
Triple: [Airman Leadership School, alsoKnownAs, ALS]
Generated description
ALS is a professional military education course in the U.S. Air Force that prepares junior enlisted airmen for supervisory and leadership responsibilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ALS
Target entity description: ALS is a professional military education course in the U.S. Air Force that prepares junior enlisted airmen for supervisory and leadership responsibilities.
  • A. ALS
    ALS (amyotrophic lateral sclerosis) is a progressive neurodegenerative disease that affects nerve cells in the brain and spinal cord, leading to muscle weakness, paralysis, and ultimately respiratory failure.
  • B. ALS
    ALS is a state-of-the-art synchrotron radiation facility at Lawrence Berkeley National Laboratory that produces intense X-ray and ultraviolet light for cutting-edge scientific research.
  • C. ALS
    ALS is the abbreviation for the Army Legal Services Branch, the specialist legal branch of the British Army responsible for providing legal support and advice.
  • D. ALS
    ALS is the IATA airport code for San Luis Valley Regional Airport serving Alamosa, Colorado.
  • E. MND
    MND is the abbreviated name of South Korea’s Ministry of National Defense, the government body responsible for the country’s military affairs and defense policy.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0443410408190a249889edcd9c599 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455a38188190a593c70be09d6103 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff45dbc9dc8190b3cac64e4a418aa3 completed May 9, 2026, 2:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff464571808190bfe7ef3a33d246f1 completed May 9, 2026, 2:35 p.m.
Created at: April 10, 2026, 4:07 a.m.