Triple
T22893528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Walker Tufts |
E568105
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Maldon, Massachusetts
Maldon, Massachusetts is a town in the United States notable as the birthplace of businessman and philanthropist James Walker Tufts.
|
E1577355
|
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: Maldon, Massachusetts | Statement: [James Walker Tufts, placeOfBirth, Maldon, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maldon, Massachusetts Context triple: [James Walker Tufts, placeOfBirth, Maldon, Massachusetts]
-
A.
Medway, Massachusetts
Medway, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character, good schools, and proximity to the Greater Boston area.
-
B.
Malden, Massachusetts
Malden, Massachusetts is a suburban city just north of Boston known for its diverse population, historic neighborhoods, and mix of residential and commercial areas.
-
C.
Maynard, Massachusetts
Maynard, Massachusetts is a small New England town in Middlesex County known for its historic mill complex and role in the region’s early industrial and high-tech development.
-
D.
Townsend, Massachusetts
Townsend, Massachusetts is a small rural town in northern Middlesex County known for its historic New England character, conservation lands, and location along the Squannacook River near the New Hampshire border.
-
E.
Blackstone, Massachusetts
Blackstone, Massachusetts is a small New England town in Worcester County known for its historic mill villages along the Blackstone River and its location on the Rhode Island border.
- 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: Maldon, Massachusetts Triple: [James Walker Tufts, placeOfBirth, Maldon, Massachusetts]
Generated description
Maldon, Massachusetts is a town in the United States notable as the birthplace of businessman and philanthropist James Walker Tufts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maldon, Massachusetts Target entity description: Maldon, Massachusetts is a town in the United States notable as the birthplace of businessman and philanthropist James Walker Tufts.
-
A.
Medway, Massachusetts
Medway, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character, good schools, and proximity to the Greater Boston area.
-
B.
Malden, Massachusetts
Malden, Massachusetts is a suburban city just north of Boston known for its diverse population, historic neighborhoods, and mix of residential and commercial areas.
-
C.
Maynard, Massachusetts
Maynard, Massachusetts is a small New England town in Middlesex County known for its historic mill complex and role in the region’s early industrial and high-tech development.
-
D.
Townsend, Massachusetts
Townsend, Massachusetts is a small rural town in northern Middlesex County known for its historic New England character, conservation lands, and location along the Squannacook River near the New Hampshire border.
-
E.
Blackstone, Massachusetts
Blackstone, Massachusetts is a small New England town in Worcester County known for its historic mill villages along the Blackstone River and its location on the Rhode Island border.
- 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_69e2458c23ec81908fa2570692c6614f |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f17fc76be48190af9aa54a84b2d7bf |
completed | April 29, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f2c79288190bc96d0810f74e614 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4043d00481908f8d72d80c8ec692 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40d700188190a34ad429ec84e710 |
completed | May 19, 2026, 10:52 a.m. |
Created at: April 17, 2026, 3:40 p.m.