Triple
T11825247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sir Michael Barber |
E281241
|
entity |
| Predicate | hasWrittenWork |
P4
|
FINISHED |
| Object |
Deliverology 101
Deliverology 101 is a practical guidebook on how governments and public-sector leaders can systematically implement policies and achieve measurable results, developed from Sir Michael Barber’s experience in performance management and public service reform.
|
E948525
|
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: Deliverology 101 | Statement: [Sir Michael Barber, hasWrittenWork, Deliverology 101]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deliverology 101 Context triple: [Sir Michael Barber, hasWrittenWork, Deliverology 101]
-
A.
Special Delivery
"Special Delivery" is a science fiction short story featured within Arthur C. Clarke's collection *The Other Side of the Sky*.
-
B.
Special Delivery
"Special Delivery" is a song best known for being sampled in the track "Uproar" by Lil Wayne featuring Swizz Beatz.
-
C.
McDelivery
McDelivery is McDonald’s food delivery service that allows customers to order menu items for home or office delivery via apps, websites, or partner platforms.
-
D.
Delivery Hero
Delivery Hero is a global online food delivery and quick-commerce company that operates numerous delivery platforms and brands across multiple countries.
-
E.
Rocket Delivery
Rocket Delivery is Coupang’s signature ultra-fast shipping service in South Korea, known for offering same-day or next-day delivery on a wide range of products.
- 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: Deliverology 101 Triple: [Sir Michael Barber, hasWrittenWork, Deliverology 101]
Generated description
Deliverology 101 is a practical guidebook on how governments and public-sector leaders can systematically implement policies and achieve measurable results, developed from Sir Michael Barber’s experience in performance management and public service reform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deliverology 101 Target entity description: Deliverology 101 is a practical guidebook on how governments and public-sector leaders can systematically implement policies and achieve measurable results, developed from Sir Michael Barber’s experience in performance management and public service reform.
-
A.
Special Delivery
"Special Delivery" is a science fiction short story featured within Arthur C. Clarke's collection *The Other Side of the Sky*.
-
B.
Special Delivery
"Special Delivery" is a song best known for being sampled in the track "Uproar" by Lil Wayne featuring Swizz Beatz.
-
C.
McDelivery
McDelivery is McDonald’s food delivery service that allows customers to order menu items for home or office delivery via apps, websites, or partner platforms.
-
D.
Delivery Hero
Delivery Hero is a global online food delivery and quick-commerce company that operates numerous delivery platforms and brands across multiple countries.
-
E.
Rocket Delivery
Rocket Delivery is Coupang’s signature ultra-fast shipping service in South Korea, known for offering same-day or next-day delivery on a wide range of products.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5eb299481909de3c0e85628fbe4 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f132062b108190ad33656c386ee603 |
completed | April 28, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_69f14e8ada3481908ec456c41827160c |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f1571e4ba08190824db812ffc5f35a |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:43 p.m.