Triple
T8086094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Department of Transitional Assistance |
E188736
|
entity |
| Predicate | administersProgram |
P86
|
FINISHED |
| Object |
Emergency Aid to the Elderly, Disabled and Children
Emergency Aid to the Elderly, Disabled and Children is a Massachusetts cash assistance program that provides financial support to low-income seniors, people with disabilities, and families with children who are ineligible for other benefits.
|
E711769
|
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: Emergency Aid to the Elderly, Disabled and Children | Statement: [Massachusetts Department of Transitional Assistance, administersProgram, Emergency Aid to the Elderly, Disabled and Children]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency Aid to the Elderly, Disabled and Children Context triple: [Massachusetts Department of Transitional Assistance, administersProgram, Emergency Aid to the Elderly, Disabled and Children]
-
A.
People in Need
People in Need is a Czech humanitarian and human rights organization that provides aid in crisis regions, supports civil society, and promotes social inclusion and education worldwide.
-
B.
Widows and Children First!
Widows and Children First! is the third play in Harvey Fierstein’s Torch Song Trilogy, focusing on the protagonist’s evolving family life and emotional maturity.
-
C.
Help the Poor
"Help the Poor" is a blues song popularized by B.B. King, featured on his acclaimed live album *Live at the Regal*.
-
D.
Centre for Emergency Preparedness
The Centre for Emergency Preparedness is a specialized unit within Norway’s public health system responsible for planning, coordinating, and responding to health-related emergencies and crises.
-
E.
Trust Fund for Victims
The Trust Fund for Victims is an institution linked to the International Criminal Court that provides reparations and support to individuals and communities affected by crimes under the Court’s jurisdiction.
- 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: Emergency Aid to the Elderly, Disabled and Children Triple: [Massachusetts Department of Transitional Assistance, administersProgram, Emergency Aid to the Elderly, Disabled and Children]
Generated description
Emergency Aid to the Elderly, Disabled and Children is a Massachusetts cash assistance program that provides financial support to low-income seniors, people with disabilities, and families with children who are ineligible for other benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emergency Aid to the Elderly, Disabled and Children Target entity description: Emergency Aid to the Elderly, Disabled and Children is a Massachusetts cash assistance program that provides financial support to low-income seniors, people with disabilities, and families with children who are ineligible for other benefits.
-
A.
People in Need
People in Need is a Czech humanitarian and human rights organization that provides aid in crisis regions, supports civil society, and promotes social inclusion and education worldwide.
-
B.
Widows and Children First!
Widows and Children First! is the third play in Harvey Fierstein’s Torch Song Trilogy, focusing on the protagonist’s evolving family life and emotional maturity.
-
C.
Help the Poor
"Help the Poor" is a blues song popularized by B.B. King, featured on his acclaimed live album *Live at the Regal*.
-
D.
Centre for Emergency Preparedness
The Centre for Emergency Preparedness is a specialized unit within Norway’s public health system responsible for planning, coordinating, and responding to health-related emergencies and crises.
-
E.
Trust Fund for Victims
The Trust Fund for Victims is an institution linked to the International Criminal Court that provides reparations and support to individuals and communities affected by crimes under the Court’s jurisdiction.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4160e4748190ae63624a2a03d09f |
completed | March 31, 2026, 3:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6402e41c819095442775938d4282 |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc68647cec81909736383fbe73d2e8 |
completed | April 1, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc69b93bbc8190be2338182dd57b17 |
completed | April 1, 2026, 12:41 a.m. |
Created at: March 30, 2026, 5:29 p.m.