Triple
T4293010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Hamilton (name) |
E99639
|
entity |
| Predicate | hasComponentFamilyName |
P37098
|
FINISHED |
| Object | Hamilton |
E17790
|
NE FINISHED |
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: Hamilton | Statement: [Thomas Hamilton (name), hasComponentFamilyName, Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton Context triple: [Thomas Hamilton (name), hasComponentFamilyName, Hamilton]
-
A.
Hamilton
chosen
Hamilton is a masculine given name of English and Scottish origin, used both as a first name and a surname.
-
B.
Hamilton
Hamilton is a major industrial port city in Ontario, Canada, known for its steel production and location on the western tip of Lake Ontario.
-
C.
Hamilton
Hamilton is a small city in western Georgia that serves as the administrative and cultural hub of Harris County.
-
D.
Hamilton
Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
-
E.
Hamilton
Hamilton is a railway station in New South Wales, Australia, serving the inner western suburbs of Newcastle.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasComponentFamilyName Context triple: [Thomas Hamilton (name), hasComponentFamilyName, Hamilton]
-
A.
hasFamilyNameOf
Indicates that one entity bears or uses the same family name (surname) as another entity.
-
B.
hasComponentName
Indicates that an entity includes or is associated with a component identified by a specific name.
-
C.
containsFamily
Indicates that one entity includes or encompasses members of a particular family group within it.
-
D.
hasComponentSurname
chosen
Indicates that an entity’s full name includes a specified surname as one of its component parts.
-
E.
canBeFamilyName
Indicates that something is capable of functioning as a family name or surname in at least one context.
- F. None of above.
Provenance (4 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35082228081908504e3fd7c4ca1e8 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c739df2c8190af6f8d9bf36afca8 |
completed | March 14, 2026, 8:38 p.m. |
| PD | Predicate disambiguation | batch_69b347fe55a88190b77bab0c0f38e1aa |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:08 p.m.