Triple

T21877823
Position Surface form Disambiguated ID Type / Status
Subject Learn to Listen E540195 entity
Predicate creator P184 FINISHED
Object Brain Drain
Brain Drain is a creative work titled "Learn to Listen," likely a book, article, or multimedia piece focused on improving listening skills and communication.
E1508717 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: Brain Drain | Statement: [Learn to Listen, creator, Brain Drain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brain Drain
Context triple: [Learn to Listen, creator, Brain Drain]
  • A. Brain Drain
    "Brain Drain" is a 1989 punk rock album by the Ramones, known for its darker tone and for featuring the hit single "Pet Sematary."
  • B. Brain Drain
    Brain Drain is a Spanish comedy film about a group of misfit students who follow their crush to study abroad, leading to a series of humorous misadventures.
  • C. Brain Drain 2
    Brain Drain 2 is a Spanish comedy film and sequel to the hit movie "Brain Drain," following the misadventures of a group of students abroad.
  • D. Brain Drain (album)
    Brain Drain is a 1989 studio album by the Ramones that marked their final release with the Sire Records label and features a darker, heavier sound than much of their earlier work.
  • E. Migration Strip
    Migration Strip (Spanish: Tira de la Peregrinación) is a pre-Hispanic Mesoamerican pictorial manuscript that narrates the legendary migration of the Mexica (Aztecs) from Aztlán to the Valley of Mexico.
  • 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: Brain Drain
Triple: [Learn to Listen, creator, Brain Drain]
Generated description
Brain Drain is a creative work titled "Learn to Listen," likely a book, article, or multimedia piece focused on improving listening skills and communication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brain Drain
Target entity description: Brain Drain is a creative work titled "Learn to Listen," likely a book, article, or multimedia piece focused on improving listening skills and communication.
  • A. Brain Drain
    "Brain Drain" is a 1989 punk rock album by the Ramones, known for its darker tone and for featuring the hit single "Pet Sematary."
  • B. Brain Drain
    Brain Drain is a Spanish comedy film about a group of misfit students who follow their crush to study abroad, leading to a series of humorous misadventures.
  • C. Brain Drain 2
    Brain Drain 2 is a Spanish comedy film and sequel to the hit movie "Brain Drain," following the misadventures of a group of students abroad.
  • D. Brain Drain (album)
    Brain Drain is a 1989 studio album by the Ramones that marked their final release with the Sire Records label and features a darker, heavier sound than much of their earlier work.
  • E. Migration Strip
    Migration Strip (Spanish: Tira de la Peregrinación) is a pre-Hispanic Mesoamerican pictorial manuscript that narrates the legendary migration of the Mexica (Aztecs) from Aztlán to the Valley of Mexico.
  • 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_69e0c479a98081908ce333853fdd4348 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f0f33c012c819096d0f7b2ffdc7a2f completed April 28, 2026, 5:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60d5b21081908c4f5c2e1d8547f3 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6160883481909fda0138f4d53766 completed May 18, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61c301508190963d0c2eaf0b9c8e completed May 18, 2026, 12:48 a.m.
Created at: April 16, 2026, 7:03 p.m.