Triple
T7759281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank McHugh |
E175976
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
McHugh
McHugh is an Irish-origin surname borne by various notable individuals in fields such as entertainment, sports, and politics.
|
E687028
|
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: McHugh | Statement: [Frank McHugh, familyName, McHugh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McHugh Context triple: [Frank McHugh, familyName, McHugh]
-
A.
McGuire
McGuire is a surname most notably associated with American actress Dorothy McGuire, known for her work in classic Hollywood films.
-
B.
McGuigan
McGuigan is an Irish surname most prominently associated with former world featherweight boxing champion Barry McGuigan.
-
C.
Mullane
Mullane is a surname of Irish origin, considered a variant of the name Mullen.
-
D.
Mulcahy
Mulcahy is an Irish surname of Gaelic origin, borne by various notable figures in Ireland and the Irish diaspora.
-
E.
Duggan
Duggan is a surname of Irish origin borne by various notable individuals across fields such as entertainment, sports, and politics.
- 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: McHugh Triple: [Frank McHugh, familyName, McHugh]
Generated description
McHugh is an Irish-origin surname borne by various notable individuals in fields such as entertainment, sports, and politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McHugh Target entity description: McHugh is an Irish-origin surname borne by various notable individuals in fields such as entertainment, sports, and politics.
-
A.
McGuire
McGuire is a surname most notably associated with American actress Dorothy McGuire, known for her work in classic Hollywood films.
-
B.
McGuigan
McGuigan is an Irish surname most prominently associated with former world featherweight boxing champion Barry McGuigan.
-
C.
Mullane
Mullane is a surname of Irish origin, considered a variant of the name Mullen.
-
D.
Mulcahy
Mulcahy is an Irish surname of Gaelic origin, borne by various notable figures in Ireland and the Irish diaspora.
-
E.
Duggan
Duggan is a surname of Irish origin borne by various notable individuals across fields such as entertainment, sports, and politics.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703de43d08190ac28bc17cd3e5ffa |
completed | March 27, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7cf538c8190aa86c27fff42efb0 |
completed | March 29, 2026, 6:33 a.m. |
| NEDg | Description generation | batch_69c8c8a18860819081a88f80544db83d |
completed | March 29, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c900a28c819097449e8ceb373718 |
completed | March 29, 2026, 6:38 a.m. |
Created at: March 27, 2026, 4:09 p.m.