Triple
T14912774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lori Trahan |
E371303
|
entity |
| Predicate | preceded by |
P97
|
FINISHED |
| Object |
Niki Tsongas
Niki Tsongas is an American Democratic politician who represented Massachusetts in the U.S. House of Representatives, becoming the first woman elected to Congress from the state in over 25 years when she won a 2007 special election.
|
E1129575
|
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: Niki Tsongas | Statement: [Lori Trahan, preceded by, Niki Tsongas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niki Tsongas Context triple: [Lori Trahan, preceded by, Niki Tsongas]
-
A.
Corrine Quinn
Corrine Quinn is a key character in Ta-Nehisi Coates’s novel "The Water Dancer," known for her role in the Underground Railroad–like resistance against slavery.
-
B.
Peggy Romano
Peggy Romano is best known as the former spouse of American character actor Dana Elcar, who was widely recognized for his role on the television series "MacGyver."
-
C.
Christine Ellen Seaver
Christine Ellen Seaver is the full name of Chrissy Seaver, the youngest daughter character from the American television sitcom "Growing Pains."
-
D.
Faye Wattleton Riskin
Faye Wattleton Riskin is best known as a prominent American reproductive rights advocate and former president of Planned Parenthood Federation of America.
-
E.
Margaret Cuomo
Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
- 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: Niki Tsongas Triple: [Lori Trahan, preceded by, Niki Tsongas]
Generated description
Niki Tsongas is an American Democratic politician who represented Massachusetts in the U.S. House of Representatives, becoming the first woman elected to Congress from the state in over 25 years when she won a 2007 special election.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niki Tsongas Target entity description: Niki Tsongas is an American Democratic politician who represented Massachusetts in the U.S. House of Representatives, becoming the first woman elected to Congress from the state in over 25 years when she won a 2007 special election.
-
A.
Corrine Quinn
Corrine Quinn is a key character in Ta-Nehisi Coates’s novel "The Water Dancer," known for her role in the Underground Railroad–like resistance against slavery.
-
B.
Peggy Romano
Peggy Romano is best known as the former spouse of American character actor Dana Elcar, who was widely recognized for his role on the television series "MacGyver."
-
C.
Christine Ellen Seaver
Christine Ellen Seaver is the full name of Chrissy Seaver, the youngest daughter character from the American television sitcom "Growing Pains."
-
D.
Faye Wattleton Riskin
Faye Wattleton Riskin is best known as a prominent American reproductive rights advocate and former president of Planned Parenthood Federation of America.
-
E.
Margaret Cuomo
Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
- 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_69d85cc7ea3481908228b5acb7d06f12 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded61d75008190b6f9a1a38137836f |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8bd1a4548190a14e246ab69ed21c |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe8f1a6984819088ff8c47beb0579c |
completed | May 9, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe8f4c9b7c8190bbc6fa76ee7f00bc |
completed | May 9, 2026, 1:35 a.m. |
Created at: April 10, 2026, 2:27 a.m.