Triple
T15133968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lud Foe |
E361502
|
entity |
| Predicate | hasNotableSong |
P20452
|
FINISHED |
| Object |
Suffer
"Suffer" is a hard-hitting drill/rap track by Chicago rapper Lud Foe known for its aggressive delivery and street-focused lyrics.
|
E1139478
|
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: Suffer | Statement: [Lud Foe, hasNotableSong, Suffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suffer Context triple: [Lud Foe, hasNotableSong, Suffer]
-
A.
Suffer
"Suffer" is an R&B-influenced pop song by American singer-songwriter Charlie Puth, known for its falsetto vocals and emotionally charged lyrics about heartbreak.
-
B.
Suffer
Suffer is a landmark 1988 punk rock album by Bad Religion that helped define the melodic hardcore sound and revitalized the Southern California punk scene.
-
C.
Always Suffering
"Always Suffering" is a song by the Rolling Stones from their 1997 album *Bridges to Babylon*, noted for its reflective, melancholic tone.
-
D.
Forever Suffering
"Forever Suffering" is a track featured on the album *The Payback*, likely contributing a darker, emotionally intense tone to the record.
-
E.
The Suffering
The Suffering is a horror-themed action video game known for its brutal combat, psychological elements, and morally driven narrative set within a haunted prison.
- 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: Suffer Triple: [Lud Foe, hasNotableSong, Suffer]
Generated description
"Suffer" is a hard-hitting drill/rap track by Chicago rapper Lud Foe known for its aggressive delivery and street-focused lyrics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suffer Target entity description: "Suffer" is a hard-hitting drill/rap track by Chicago rapper Lud Foe known for its aggressive delivery and street-focused lyrics.
-
A.
Suffer
"Suffer" is an R&B-influenced pop song by American singer-songwriter Charlie Puth, known for its falsetto vocals and emotionally charged lyrics about heartbreak.
-
B.
Suffer
Suffer is a landmark 1988 punk rock album by Bad Religion that helped define the melodic hardcore sound and revitalized the Southern California punk scene.
-
C.
Always Suffering
"Always Suffering" is a song by the Rolling Stones from their 1997 album *Bridges to Babylon*, noted for its reflective, melancholic tone.
-
D.
Forever Suffering
"Forever Suffering" is a track featured on the album *The Payback*, likely contributing a darker, emotionally intense tone to the record.
-
E.
The Suffering
The Suffering is a horror-themed action video game known for its brutal combat, psychological elements, and morally driven narrative set within a haunted prison.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005b29a4c819087f8818e3f5788f5 |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febfe8802c81909af9dd11a7805f31 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec0c97f4c819084ba9eb2d8f69ceb |
completed | May 9, 2026, 5:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec13ccea48190aeb155af012478b8 |
completed | May 9, 2026, 5:08 a.m. |
Created at: April 10, 2026, 3:06 a.m.