Triple
T9749798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outram Bangs |
E236410
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Bangs
Bangs is a surname of English origin borne by various notable individuals, including scientists, writers, and public figures.
|
E819074
|
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: Bangs | Statement: [Outram Bangs, familyName, Bangs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangs Context triple: [Outram Bangs, familyName, Bangs]
-
A.
Bandz
"Bandz" is a song by Travis Scott featured on his debut mixtape "Owl Pharaoh," showcasing his early trap-influenced sound and atmospheric production.
-
B.
Devils Haircut
"Devils Haircut" is a hit alternative rock song by Beck, known for its sample-heavy production and distinctive, surreal lyrics.
-
C.
Bandana
Bandana is a critically acclaimed collaborative hip-hop album by rapper Freddie Gibbs and producer Madlib, known for its intricate lyricism and soulful, sample-heavy production.
-
D.
Curly Top
Curly Top is a 1935 musical film starring child actress Shirley Temple, known for its charming songs and Temple’s iconic performance.
-
E.
The Buds
The Buds is a popular nickname for the Toronto Maple Leafs, the historic NHL franchise based in Toronto, Ontario.
- 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: Bangs Triple: [Outram Bangs, familyName, Bangs]
Generated description
Bangs is a surname of English origin borne by various notable individuals, including scientists, writers, and public figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangs Target entity description: Bangs is a surname of English origin borne by various notable individuals, including scientists, writers, and public figures.
-
A.
Bandz
"Bandz" is a song by Travis Scott featured on his debut mixtape "Owl Pharaoh," showcasing his early trap-influenced sound and atmospheric production.
-
B.
Devils Haircut
"Devils Haircut" is a hit alternative rock song by Beck, known for its sample-heavy production and distinctive, surreal lyrics.
-
C.
Bandana
Bandana is a critically acclaimed collaborative hip-hop album by rapper Freddie Gibbs and producer Madlib, known for its intricate lyricism and soulful, sample-heavy production.
-
D.
Curly Top
Curly Top is a 1935 musical film starring child actress Shirley Temple, known for its charming songs and Temple’s iconic performance.
-
E.
The Buds
The Buds is a popular nickname for the Toronto Maple Leafs, the historic NHL franchise based in Toronto, Ontario.
- 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_69ca84d4eddc8190996fec1417d2bae8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f6a2f8c8190a6f6af6587ee90b8 |
completed | April 1, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1b01678f88190900a941b9d111c58 |
completed | April 5, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69d1b13a7b0c8190a526bffdc4caf73d |
completed | April 5, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b1cdc91481908e98c4d5cdec785b |
completed | April 5, 2026, 12:50 a.m. |
Created at: March 30, 2026, 8:24 p.m.