Triple
T22017004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Louise Higgins |
E543739
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Higgins |
—
|
NE NERFINISHED |
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: Higgins | Statement: [Margaret Louise Higgins, familyName, Higgins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higgins Context triple: [Margaret Louise Higgins, familyName, Higgins]
-
A.
Higgins
Higgins is a residential suburb located in the Belconnen district of Canberra, in the Australian Capital Territory.
-
B.
Higgins
Higgins is the namesake of the Higgins Professorship of Physics at Harvard University, an endowed academic chair in the university’s physics department.
-
C.
Mrs. Higgins
Mrs. Higgins is Henry Higgins’s sharp-witted, socially adept mother in George Bernard Shaw’s play "Pygmalion," often serving as the voice of reason and empathy.
-
D.
Garrick
Garrick is an English surname most famously associated with the 18th-century actor and theatre manager David Garrick.
-
E.
Butler
Butler is a light rail station on the MBTA's Mattapan trolley line in Boston, Massachusetts, serving the local residential neighborhood.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Higgins Target entity description: Higgins is a common English and Irish surname borne by numerous notable figures across politics, arts, sports, and academia.
-
A.
Higgins
Higgins is the namesake of the Higgins Professorship of Physics at Harvard University, an endowed academic chair in the university’s physics department.
-
B.
Higgins
chosen
Higgins is a residential suburb located in the Belconnen district of Canberra, in the Australian Capital Territory.
-
C.
Mrs. Higgins
Mrs. Higgins is Henry Higgins’s sharp-witted, socially adept mother in George Bernard Shaw’s play "Pygmalion," often serving as the voice of reason and empathy.
-
D.
Garrick
Garrick is an English surname most famously associated with the 18th-century actor and theatre manager David Garrick.
-
E.
Butler
Butler is a light rail station on the MBTA's Mattapan trolley line in Boston, Massachusetts, serving the local residential neighborhood.
- F. None of above.
Provenance (2 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_69e11e2e8ea4819084210fe06d3a1b8d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127a8a1388190b9e0c1795fe1183a |
completed | April 28, 2026, 9:33 p.m. |
Created at: April 16, 2026, 8:23 p.m.