Triple

T8675823
Position Surface form Disambiguated ID Type / Status
Subject Blue with Lou E205910 entity
Predicate hasPart P35 FINISHED
Object Talk Thru the Tears
"Talk Thru the Tears" is a song featured on the album "Blue with Lou," showcasing a blend of rock and introspective lyricism.
 E752030 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: Talk Thru the Tears | Statement: [Blue with Lou, hasPart, Talk Thru the Tears]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk Thru the Tears
Context triple: [Blue with Lou, hasPart, Talk Thru the Tears]
  • A. So Many Tears
    "So Many Tears" is a reflective and emotionally charged song by Tupac Shakur that explores themes of pain, loss, and inner turmoil.
  • B. There Will Be Tears
    "There Will Be Tears" is a pop and R&B-influenced song by British singer-songwriter and producer Mr Hudson, known for its emotional lyrics and polished, melodic production.
  • C. All Out of Tears
    "All Out of Tears" is a song featured on the country music album "On Purpose" by Clint Black.
  • D. Hold Back the Tears
    "Hold Back the Tears" is a song featured on the album *Dream Street* by American singer Janet Jackson.
  • E. Save Your Tears
    "Save Your Tears" is a synth-pop song by Canadian singer The Weeknd, best known as one of the hit singles from his album "After Hours" and for its successful remix featuring Ariana Grande.
  • 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: Talk Thru the Tears
Triple: [Blue with Lou, hasPart, Talk Thru the Tears]
Generated description
"Talk Thru the Tears" is a song featured on the album "Blue with Lou," showcasing a blend of rock and introspective lyricism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk Thru the Tears
Target entity description: "Talk Thru the Tears" is a song featured on the album "Blue with Lou," showcasing a blend of rock and introspective lyricism.
  • A. So Many Tears
    "So Many Tears" is a reflective and emotionally charged song by Tupac Shakur that explores themes of pain, loss, and inner turmoil.
  • B. There Will Be Tears
    "There Will Be Tears" is a pop and R&B-influenced song by British singer-songwriter and producer Mr Hudson, known for its emotional lyrics and polished, melodic production.
  • C. All Out of Tears
    "All Out of Tears" is a song featured on the country music album "On Purpose" by Clint Black.
  • D. Hold Back the Tears
    "Hold Back the Tears" is a song featured on the album *Dream Street* by American singer Janet Jackson.
  • E. Save Your Tears
    "Save Your Tears" is a synth-pop song by Canadian singer The Weeknd, best known as one of the hit singles from his album "After Hours" and for its successful remix featuring Ariana Grande.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc49f54dfc8190b7a61e7ed1cfcbeb completed March 31, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3a008d48190bd0e58f615eda148 completed April 2, 2026, 10:54 p.m.
NEDg Description generation batch_69cef52000048190bc5451cfb6446ced completed April 2, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69cef809df548190b4f9ecc709b3b065 completed April 2, 2026, 11:13 p.m.
Created at: March 30, 2026, 6:32 p.m.