Triple
T18572175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lee Kuan Yew |
E453899
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Hard Truths to Keep Singapore Going |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hard Truths to Keep Singapore Going | Statement: [Lee Kuan Yew, notableWork, Hard Truths to Keep Singapore Going]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Truths to Keep Singapore Going Context triple: [Lee Kuan Yew, notableWork, Hard Truths to Keep Singapore Going]
-
A.
Majulah Singapura
Majulah Singapura is the national motto and anthem of Singapore, expressing the country's spirit of progress and unity.
-
B.
On a Little Street in Singapore
"On a Little Street in Singapore" is a jazz vocal arrangement popularized by the vocal group The Manhattan Transfer, known for its nostalgic, close-harmony style.
-
C.
Les Vues de Singapour
Les Vues de Singapour is a panoramic wallpaper artwork showcasing expansive views of Singapore’s cityscape.
-
D.
Resurgent Asia: Diversity in Development
Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
-
E.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hard Truths to Keep Singapore Going Target entity description: Hard Truths to Keep Singapore Going is a book of in-depth interviews in which Singapore’s founding prime minister Lee Kuan Yew reflects on the nation’s past, present, and future challenges.
-
A.
Majulah Singapura
Majulah Singapura is the national motto and anthem of Singapore, expressing the country's spirit of progress and unity.
-
B.
On a Little Street in Singapore
"On a Little Street in Singapore" is a jazz vocal arrangement popularized by the vocal group The Manhattan Transfer, known for its nostalgic, close-harmony style.
-
C.
Les Vues de Singapour
Les Vues de Singapour is a panoramic wallpaper artwork showcasing expansive views of Singapore’s cityscape.
-
D.
Resurgent Asia: Diversity in Development
Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
-
E.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
- F. None of above. chosen
Provenance (2 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53b032488819098de683bb5c42c4b |
completed | April 19, 2026, 8:28 p.m. |
Created at: April 10, 2026, 11:43 a.m.