Triple
T21321431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harold Livingston |
E525625
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Haverhill, Massachusetts, United States |
—
|
NE NERFINISHED |
How this triple was built (2 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: Haverhill, Massachusetts, United States | Statement: [Harold Livingston, placeOfBirth, Haverhill, Massachusetts, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haverhill, Massachusetts, United States Context triple: [Harold Livingston, placeOfBirth, Haverhill, Massachusetts, United States]
-
A.
Haverhill, Massachusetts, United States
chosen
Haverhill, Massachusetts, United States is a historic city in northeastern Massachusetts known for its former prominence in the shoe manufacturing industry and its location along the Merrimack River.
-
B.
Haverhill, New Hampshire
Haverhill, New Hampshire is a small historic town in northern New England that serves as the county seat and administrative center of Grafton County.
-
C.
Swampscott, Massachusetts, United States
Swampscott, Massachusetts, United States is a coastal New England town north of Boston known for its historic seaside character and residential community.
-
D.
Haverhill, Suffolk, England
Haverhill, Suffolk, England is a market town in the county of Suffolk known for its rapid post-war expansion and proximity to the borders of Essex and Cambridgeshire.
-
E.
Newburyport, Massachusetts, United States
Newburyport, Massachusetts, United States is a historic coastal city and former shipbuilding center at the mouth of the Merrimack River in northeastern Massachusetts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e77ed1538c8190954da114e49dfa36 |
completed | April 21, 2026, 1:42 p.m. |
Created at: April 16, 2026, 4:39 p.m.