Triple

T3495135
Position Surface form Disambiguated ID Type / Status
Subject US Maple E73831 entity
Predicate album P1995 FINISHED
Object Talker
Talker is a 1999 experimental rock album by the American band U.S. Maple, noted for its dissonant, deconstructed approach to guitar music.
 E362330 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: Talker | Statement: [US Maple, album, Talker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talker
Context triple: [US Maple, album, Talker]
  • A. Tris Speaker
    Tris Speaker was a Hall of Fame Major League Baseball center fielder renowned for his exceptional defense and hitting, primarily with the Boston Red Sox and Cleveland Indians in the early 20th century.
  • B. Speak
    "Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
  • C. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • D. TokenTalk
    TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • E. Talk
    "Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
  • 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: Talker
Triple: [US Maple, album, Talker]
Generated description
Talker is a 1999 experimental rock album by the American band U.S. Maple, noted for its dissonant, deconstructed approach to guitar music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talker
Target entity description: Talker is a 1999 experimental rock album by the American band U.S. Maple, noted for its dissonant, deconstructed approach to guitar music.
  • A. Tris Speaker
    Tris Speaker was a Hall of Fame Major League Baseball center fielder renowned for his exceptional defense and hitting, primarily with the Boston Red Sox and Cleveland Indians in the early 20th century.
  • B. Speak
    "Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
  • C. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • D. TokenTalk
    TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • E. Talk
    "Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbb06fd08190b6c1fadfce4148f0 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373c5e1248190a4c42805fb9363f0 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37442228c8190bc45782becd0642c completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b374bd5cdc81908a924a9f8b641a8d completed March 13, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:18 p.m.