Triple
T12644964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donald Hamilton |
E301997
|
entity |
| Predicate | notableSeries |
P3199
|
FINISHED |
| Object |
Matt Helm
Matt Helm is a fictional American counteragent and assassin who stars in Donald Hamilton’s long-running series of hard-edged spy novels.
|
E995122
|
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: Matt Helm | Statement: [Donald Hamilton, notableSeries, Matt Helm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Helm Context triple: [Donald Hamilton, notableSeries, Matt Helm]
-
A.
Napoleon Solo
Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
-
B.
Richard Helm
Richard Helm is a software engineer and co-author of the influential "Design Patterns: Elements of Reusable Object-Oriented Software," which helped formalize and popularize design patterns in software development.
-
C.
Alex Kovac
Alex Kovac is the fast-talking, down-on-his-luck gambler protagonist of the 1982 comedy film "Lookin' to Get Out."
-
D.
Lester Crawford
Lester Crawford was the husband of American stage and film actress Helen Broderick.
-
E.
Ross Hunter
Ross Hunter was a prominent American film producer best known for his lavish, emotionally charged Hollywood melodramas of the 1950s and 1960s.
- 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: Matt Helm Triple: [Donald Hamilton, notableSeries, Matt Helm]
Generated description
Matt Helm is a fictional American counteragent and assassin who stars in Donald Hamilton’s long-running series of hard-edged spy novels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Helm Target entity description: Matt Helm is a fictional American counteragent and assassin who stars in Donald Hamilton’s long-running series of hard-edged spy novels.
-
A.
Napoleon Solo
Napoleon Solo is a suave, resourceful American CIA agent who teams up with a KGB counterpart to thwart international threats in the 1960s-set spy adventure "The Man from U.N.C.L.E."
-
B.
Richard Helm
Richard Helm is a software engineer and co-author of the influential "Design Patterns: Elements of Reusable Object-Oriented Software," which helped formalize and popularize design patterns in software development.
-
C.
Alex Kovac
Alex Kovac is the fast-talking, down-on-his-luck gambler protagonist of the 1982 comedy film "Lookin' to Get Out."
-
D.
Lester Crawford
Lester Crawford was the husband of American stage and film actress Helen Broderick.
-
E.
Ross Hunter
Ross Hunter was a prominent American film producer best known for his lavish, emotionally charged Hollywood melodramas of the 1950s and 1960s.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614bf2f881909976becdf747f4fb |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6687961d88190a605f17425ad7547 |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f6695372688190b09a2bb2e58cb546 |
completed | May 2, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f669fbb9f88190b0f5cc5bb758d132 |
completed | May 2, 2026, 9:17 p.m. |
Created at: April 9, 2026, 5:17 p.m.