Triple
T8983994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linda Pizzuti Henry |
E214608
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object |
Engineers Without Borders USA (Boston chapter)
Engineers Without Borders USA (Boston chapter) is a regional volunteer-driven nonprofit group of engineers and professionals that designs and implements sustainable engineering projects to improve community infrastructure and quality of life locally and in developing countries.
|
E771591
|
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: Engineers Without Borders USA (Boston chapter) | Statement: [Linda Pizzuti Henry, boardMemberOf, Engineers Without Borders USA (Boston chapter)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineers Without Borders USA (Boston chapter) Context triple: [Linda Pizzuti Henry, boardMemberOf, Engineers Without Borders USA (Boston chapter)]
-
A.
Rappaport Institute for Greater Boston
The Rappaport Institute for Greater Boston is a Harvard Kennedy School research and policy center focused on improving governance and quality of life in the Greater Boston region through research, public service, and civic engagement.
-
B.
Society of Women Engineers
The Society of Women Engineers is a professional organization dedicated to supporting, advocating for, and advancing women in engineering and technology fields through networking, education, and outreach.
-
C.
Harvard Center for Green Buildings and Cities
The Harvard Center for Green Buildings and Cities is a research center at Harvard University dedicated to advancing sustainable, energy-efficient building design and urban development through interdisciplinary research and innovation.
-
D.
CBM Engineers
CBM Engineers is an engineering firm known for providing structural design and consulting services for major high-rise and complex building projects.
-
E.
Worcester Polytechnic Institute
Worcester Polytechnic Institute is a private research university in Worcester, Massachusetts, known for its strong engineering, science, and technology programs and its project-based learning curriculum.
- 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: Engineers Without Borders USA (Boston chapter) Triple: [Linda Pizzuti Henry, boardMemberOf, Engineers Without Borders USA (Boston chapter)]
Generated description
Engineers Without Borders USA (Boston chapter) is a regional volunteer-driven nonprofit group of engineers and professionals that designs and implements sustainable engineering projects to improve community infrastructure and quality of life locally and in developing countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engineers Without Borders USA (Boston chapter) Target entity description: Engineers Without Borders USA (Boston chapter) is a regional volunteer-driven nonprofit group of engineers and professionals that designs and implements sustainable engineering projects to improve community infrastructure and quality of life locally and in developing countries.
-
A.
Rappaport Institute for Greater Boston
The Rappaport Institute for Greater Boston is a Harvard Kennedy School research and policy center focused on improving governance and quality of life in the Greater Boston region through research, public service, and civic engagement.
-
B.
Society of Women Engineers
The Society of Women Engineers is a professional organization dedicated to supporting, advocating for, and advancing women in engineering and technology fields through networking, education, and outreach.
-
C.
Harvard Center for Green Buildings and Cities
The Harvard Center for Green Buildings and Cities is a research center at Harvard University dedicated to advancing sustainable, energy-efficient building design and urban development through interdisciplinary research and innovation.
-
D.
CBM Engineers
CBM Engineers is an engineering firm known for providing structural design and consulting services for major high-rise and complex building projects.
-
E.
Worcester Polytechnic Institute
Worcester Polytechnic Institute is a private research university in Worcester, Massachusetts, known for its strong engineering, science, and technology programs and its project-based learning curriculum.
- 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_69ca839f76bc8190a4b7123cdd682199 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67eb3cfc8190900a8253cc44621c |
completed | April 1, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0b89a7481908f747043d2a68a37 |
completed | April 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69cfd14a28d48190b63561f9a537daeb |
completed | April 3, 2026, 2:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd1fd6db08190921285c3cfd3ce91 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:03 p.m.