Triple
T14630426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gang Starr |
E343464
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hard to Earn
Hard to Earn is a critically acclaimed 1994 hip-hop album by Gang Starr known for its gritty production and influential boom-bap sound.
|
E1109514
|
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: Hard to Earn | Statement: [Gang Starr, notableWork, Hard to Earn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard to Earn Context triple: [Gang Starr, notableWork, Hard to Earn]
-
A.
Hard Bargain
"Hard Bargain" is a 2011 studio album by American singer-songwriter Emmylou Harris that blends country, folk, and Americana influences with reflective, autobiographical songwriting.
-
B.
Earned It
"Earned It" is a sultry, orchestral R&B ballad by The Weeknd that gained widespread recognition as a hit single from the soundtrack of the film "Fifty Shades of Grey."
-
C.
Try Harder
"Try Harder" is a notable track by the punk rock band Room for Improvement, recognized for its energetic style and introspective lyrics.
-
D.
The Hardest Challenge
"The Hardest Challenge" is an episode of the reality competition series "The Hunt," likely featuring one of the show's most demanding and high-stakes survival tasks for its contestants.
-
E.
Hard to Explain
"Hard to Explain" is a breakthrough 2001 single by American rock band The Strokes, known for its raw garage-rock sound and role in defining the early-2000s indie rock revival.
- 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: Hard to Earn Triple: [Gang Starr, notableWork, Hard to Earn]
Generated description
Hard to Earn is a critically acclaimed 1994 hip-hop album by Gang Starr known for its gritty production and influential boom-bap sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hard to Earn Target entity description: Hard to Earn is a critically acclaimed 1994 hip-hop album by Gang Starr known for its gritty production and influential boom-bap sound.
-
A.
Hard Bargain
"Hard Bargain" is a 2011 studio album by American singer-songwriter Emmylou Harris that blends country, folk, and Americana influences with reflective, autobiographical songwriting.
-
B.
Earned It
"Earned It" is a sultry, orchestral R&B ballad by The Weeknd that gained widespread recognition as a hit single from the soundtrack of the film "Fifty Shades of Grey."
-
C.
Try Harder
"Try Harder" is a notable track by the punk rock band Room for Improvement, recognized for its energetic style and introspective lyrics.
-
D.
The Hardest Challenge
"The Hardest Challenge" is an episode of the reality competition series "The Hunt," likely featuring one of the show's most demanding and high-stakes survival tasks for its contestants.
-
E.
Hard to Explain
"Hard to Explain" is a breakthrough 2001 single by American rock band The Strokes, known for its raw garage-rock sound and role in defining the early-2000s indie rock revival.
- 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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4a912248190a3df7f821395c776 |
completed | April 14, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda92ded848190b031d3ff29e54a00 |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb0859cfc8190b0061c2e7c629260 |
completed | May 8, 2026, 9:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb14346508190afc3067469412efb |
completed | May 8, 2026, 9:47 a.m. |
Created at: April 10, 2026, 1:26 a.m.