Triple
T17157550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Placebo |
E416382
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Special Needs
"Special Needs" is a melancholic alternative rock song by the English band Placebo, known for its themes of longing, alienation, and complicated relationships.
|
E1254966
|
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: Special Needs | Statement: [Placebo, notableSong, Special Needs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Needs Context triple: [Placebo, notableSong, Special Needs]
-
A.
Special Ed
Special Ed is a hyperactive, childlike puppet character from the prank-call television show "Crank Yankers," known for his loud voice, catchphrases, and over-the-top enthusiasm.
-
B.
For Special Services
For Special Services is a James Bond spy novel by John Gardner that continues Ian Fleming’s iconic series with a new Cold War-era mission.
-
C.
Developmental Disabilities Services
Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.
-
D.
Department of Special Needs Education
The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.
-
E.
Disabled
"Disabled" is a poignant World War I poem by Wilfred Owen that portrays the physical and emotional devastation experienced by a young, wounded soldier.
- 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: Special Needs Triple: [Placebo, notableSong, Special Needs]
Generated description
"Special Needs" is a melancholic alternative rock song by the English band Placebo, known for its themes of longing, alienation, and complicated relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Special Needs Target entity description: "Special Needs" is a melancholic alternative rock song by the English band Placebo, known for its themes of longing, alienation, and complicated relationships.
-
A.
Special Ed
Special Ed is a hyperactive, childlike puppet character from the prank-call television show "Crank Yankers," known for his loud voice, catchphrases, and over-the-top enthusiasm.
-
B.
For Special Services
For Special Services is a James Bond spy novel by John Gardner that continues Ian Fleming’s iconic series with a new Cold War-era mission.
-
C.
Developmental Disabilities Services
Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.
-
D.
Department of Special Needs Education
The Department of Special Needs Education is an academic unit at the University of Oslo that focuses on research and teaching related to special education, inclusive education, and support for individuals with diverse learning needs.
-
E.
Disabled
"Disabled" is a poignant World War I poem by Wilfred Owen that portrays the physical and emotional devastation experienced by a young, wounded soldier.
- 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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f40bf9ec8190b16372bcd091db9b |
completed | April 18, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148356a8081909d0c82db32b3a744 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014b63380c8190a5c23b7a7751bc7e |
completed | May 11, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014da3b3548190a1ee5a969884d1d0 |
completed | May 11, 2026, 3:31 a.m. |
Created at: April 10, 2026, 5:37 a.m.