Triple
T7231284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John G. Heyburn II |
E154907
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Heyburn
Heyburn is a surname of English and Scottish origin borne by various notable individuals, including American judge John G. Heyburn II.
|
E652648
|
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: Heyburn | Statement: [John G. Heyburn II, familyName, Heyburn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heyburn Context triple: [John G. Heyburn II, familyName, Heyburn]
-
A.
Balmaha
Balmaha is a small Scottish village on the eastern shore of Loch Lomond, known as a gateway to the loch’s islands and a popular stop on the West Highland Way walking route.
-
B.
Mauregard
Mauregard is a small commune in the Seine-et-Marne department of the Île-de-France region in north-central France, situated near Paris Charles de Gaulle Airport.
-
C.
Almeirim
Almeirim is a Portuguese city in the Ribatejo region, known for its agricultural traditions and its famous sopa da pedra (stone soup).
-
D.
Kiloran
Kiloran is a small coastal settlement on the Scottish island of Colonsay, known for its scenic bay and sandy beach.
-
E.
Harput
Harput is an ancient settlement and archaeological site in eastern Turkey known for its historic fortress, churches, and layered cultural heritage spanning multiple civilizations.
- 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: Heyburn Triple: [John G. Heyburn II, familyName, Heyburn]
Generated description
Heyburn is a surname of English and Scottish origin borne by various notable individuals, including American judge John G. Heyburn II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heyburn Target entity description: Heyburn is a surname of English and Scottish origin borne by various notable individuals, including American judge John G. Heyburn II.
-
A.
Balmaha
Balmaha is a small Scottish village on the eastern shore of Loch Lomond, known as a gateway to the loch’s islands and a popular stop on the West Highland Way walking route.
-
B.
Mauregard
Mauregard is a small commune in the Seine-et-Marne department of the Île-de-France region in north-central France, situated near Paris Charles de Gaulle Airport.
-
C.
Almeirim
Almeirim is a Portuguese city in the Ribatejo region, known for its agricultural traditions and its famous sopa da pedra (stone soup).
-
D.
Kiloran
Kiloran is a small coastal settlement on the Scottish island of Colonsay, known for its scenic bay and sandy beach.
-
E.
Harput
Harput is an ancient settlement and archaeological site in eastern Turkey known for its historic fortress, churches, and layered cultural heritage spanning multiple civilizations.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea0f09648190b285993556f704d5 |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d388ac40819095698776c7b9878f |
completed | March 28, 2026, 1:11 p.m. |
| NEDg | Description generation | batch_69c7d4069d8c8190bf6810f6e97b111a |
completed | March 28, 2026, 1:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d46b7fcc819082d37f00f541e2cd |
completed | March 28, 2026, 1:15 p.m. |
Created at: March 27, 2026, 2:54 p.m.