Triple
T2874646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laura Z. Hobson |
E56846
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Untold Millions
"Untold Millions" is a novel by American author Laura Z. Hobson, best known for exploring social issues and human relationships.
|
E305771
|
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: Untold Millions | Statement: [Laura Z. Hobson, notableWork, Untold Millions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Untold Millions Context triple: [Laura Z. Hobson, notableWork, Untold Millions]
-
A.
Millionaire
"Millionaire" is a 2004 R&B/hip-hop single by American singer Kelis featuring André 3000, known for its laid-back groove and distinctive production.
-
B.
Millions
Millions is a 2004 British family film directed by Danny Boyle, blending fantasy and drama as it follows two young brothers who discover a bag of stolen money just days before the UK switches to the euro.
-
C.
The Man with the Million-Dollar Voice
The Man with the Million-Dollar Voice is the nickname of C. L. Franklin, a renowned American Baptist minister celebrated for his electrifying preaching style and influential recorded sermons.
-
D.
Billionaire Boys Club
Billionaire Boys Club is a streetwear fashion brand co-founded by Pharrell Williams, known for its bold graphics, skate-inspired aesthetic, and strong influence on contemporary urban style.
-
E.
That Fortune
"That Fortune" is a lesser-known novel by American essayist and editor Charles Dudley Warner, reflecting his characteristic blend of social observation and genteel humor.
- 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: Untold Millions Triple: [Laura Z. Hobson, notableWork, Untold Millions]
Generated description
"Untold Millions" is a novel by American author Laura Z. Hobson, best known for exploring social issues and human relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Untold Millions Target entity description: "Untold Millions" is a novel by American author Laura Z. Hobson, best known for exploring social issues and human relationships.
-
A.
Millionaire
"Millionaire" is a 2004 R&B/hip-hop single by American singer Kelis featuring André 3000, known for its laid-back groove and distinctive production.
-
B.
Millions
Millions is a 2004 British family film directed by Danny Boyle, blending fantasy and drama as it follows two young brothers who discover a bag of stolen money just days before the UK switches to the euro.
-
C.
The Man with the Million-Dollar Voice
The Man with the Million-Dollar Voice is the nickname of C. L. Franklin, a renowned American Baptist minister celebrated for his electrifying preaching style and influential recorded sermons.
-
D.
Billionaire Boys Club
Billionaire Boys Club is a streetwear fashion brand co-founded by Pharrell Williams, known for its bold graphics, skate-inspired aesthetic, and strong influence on contemporary urban style.
-
E.
That Fortune
"That Fortune" is a lesser-known novel by American essayist and editor Charles Dudley Warner, reflecting his characteristic blend of social observation and genteel humor.
- 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe0032ddc8190bb4d15ec7e3c63e8 |
completed | March 7, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db780908190919d859205464b2e |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b0201470cc81909188573c3749dffb |
completed | March 10, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b020aa00888190a683a621f1e1a107 |
completed | March 10, 2026, 1:46 p.m. |
Created at: March 6, 2026, 10:03 p.m.