Triple
T14350450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apollo Kids |
E355836
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Starkology
"Starkology" is a track from Ghostface Killah’s 2010 hip-hop album "Apollo Kids," known for its gritty lyricism and classic Wu-Tang–style production.
|
E1095222
|
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: Starkology | Statement: [Apollo Kids, hasTrack, Starkology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Starkology Context triple: [Apollo Kids, hasTrack, Starkology]
-
A.
Thunderbolts Way
Thunderbolts Way is a scenic rural road in New South Wales, Australia, known for winding through high country landscapes and connecting inland towns across the Northern Tablelands.
-
B.
Thunderbolts
Thunderbolts is the motto of the U.S. Army’s 17th Field Artillery Brigade, reflecting its swift and powerful artillery capabilities.
-
C.
Thunderbolts
The Thunderbolts are a Marvel Comics team typically composed of reformed or morally ambiguous superpowered individuals who undertake government-sanctioned or covert missions.
-
D.
The Tinkerer
The Tinkerer is a high-tech villain in Marvel's Spider-Man: Miles Morales, known for using advanced gadgets and engineering prowess to challenge the young web-slinging hero.
-
E.
The Shield
The Shield is a dominant WWE wrestling faction known for its black tactical gear, coordinated attacks, and launching the main-event careers of Dean Ambrose, Roman Reigns, and Seth Rollins.
- 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: Starkology Triple: [Apollo Kids, hasTrack, Starkology]
Generated description
"Starkology" is a track from Ghostface Killah’s 2010 hip-hop album "Apollo Kids," known for its gritty lyricism and classic Wu-Tang–style production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Starkology Target entity description: "Starkology" is a track from Ghostface Killah’s 2010 hip-hop album "Apollo Kids," known for its gritty lyricism and classic Wu-Tang–style production.
-
A.
Thunderbolts Way
Thunderbolts Way is a scenic rural road in New South Wales, Australia, known for winding through high country landscapes and connecting inland towns across the Northern Tablelands.
-
B.
Thunderbolts
Thunderbolts is the motto of the U.S. Army’s 17th Field Artillery Brigade, reflecting its swift and powerful artillery capabilities.
-
C.
Thunderbolts
The Thunderbolts are a Marvel Comics team typically composed of reformed or morally ambiguous superpowered individuals who undertake government-sanctioned or covert missions.
-
D.
The Tinkerer
The Tinkerer is a high-tech villain in Marvel's Spider-Man: Miles Morales, known for using advanced gadgets and engineering prowess to challenge the young web-slinging hero.
-
E.
The Shield
The Shield is a dominant WWE wrestling faction known for its black tactical gear, coordinated attacks, and launching the main-event careers of Dean Ambrose, Roman Reigns, and Seth Rollins.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f4e1e588190bdc7aaf7a2819948 |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c4335e481909d4db39b8d25edc9 |
completed | May 8, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fd4e795948819097c43e30902f1654 |
completed | May 8, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4f04d7ec819095b64d4811440166 |
completed | May 8, 2026, 2:48 a.m. |
Created at: April 10, 2026, 1:14 a.m.