Triple

T20625014
Position Surface form Disambiguated ID Type / Status
Subject Tomorrow Never Comes E506794 entity
Predicate hasTrack P3284 FINISHED
Object Hear Us Out
"Hear Us Out" is a song featured on the album *Tomorrow Never Comes* by the punk rock band Rancid.
 E1442000 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: Hear Us Out | Statement: [Tomorrow Never Comes, hasTrack, Hear Us Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hear Us Out
Context triple: [Tomorrow Never Comes, hasTrack, Hear Us Out]
  • A. Hear Me Out
    "Hear Me Out" is a pop-rock album by Dutch singer-songwriter Roel van Velzen that helped establish his mainstream success in the Netherlands.
  • B. Hear Me Out
    "Hear Me Out" is a track by the British electronic duo Frou Frou, known for their atmospheric production and Imogen Heap’s distinctive vocals.
  • C. Here to Hear
    "Here to Hear" is a late-1980s studio album by British rock band Wishbone Ash that marked a partial return to their classic twin-guitar sound.
  • D. Hear It Now
    Hear It Now was an influential American radio news documentary program created by Edward R. Murrow and Fred W. Friendly that pioneered in-depth, sound-rich coverage of current events in the late 1940s and early 1950s.
  • E. Hear It
    Hear It is a track from the album "Song of Seven" by Jon Anderson, known for its melodic, progressive rock style.
  • 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: Hear Us Out
Triple: [Tomorrow Never Comes, hasTrack, Hear Us Out]
Generated description
"Hear Us Out" is a song featured on the album *Tomorrow Never Comes* by the punk rock band Rancid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hear Us Out
Target entity description: "Hear Us Out" is a song featured on the album *Tomorrow Never Comes* by the punk rock band Rancid.
  • A. Hear Me Out
    "Hear Me Out" is a track by the British electronic duo Frou Frou, known for their atmospheric production and Imogen Heap’s distinctive vocals.
  • B. Hear Me Out
    "Hear Me Out" is a pop-rock album by Dutch singer-songwriter Roel van Velzen that helped establish his mainstream success in the Netherlands.
  • C. Here to Hear
    "Here to Hear" is a late-1980s studio album by British rock band Wishbone Ash that marked a partial return to their classic twin-guitar sound.
  • D. Hear It Now
    Hear It Now was an influential American radio news documentary program created by Edward R. Murrow and Fred W. Friendly that pioneered in-depth, sound-rich coverage of current events in the late 1940s and early 1950s.
  • E. Hear It
    Hear It is a track from the album "Song of Seven" by Jon Anderson, known for its melodic, progressive rock style.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe490a08190b8fe49da78ebd6cc completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb1d9fc881909afe38600d8556b1 completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbb570f4819093e23b20fd83d101 completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bf7d661c8190af9e9b7b4121f951 completed May 16, 2026, 7:03 p.m.
Created at: April 16, 2026, 11:42 a.m.