Triple
T14700860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rhode Island's 2nd congressional district |
E345291
|
entity |
| Predicate | previousRepresentative |
P97
|
FINISHED |
| Object |
James Langevin
James Langevin is an American Democratic politician who served for over two decades in the U.S. House of Representatives, becoming the first quadriplegic member of Congress and a prominent advocate for disability rights and national security issues.
|
E1116659
|
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: James Langevin | Statement: [Rhode Island's 2nd congressional district, previousRepresentative, James Langevin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Langevin Context triple: [Rhode Island's 2nd congressional district, previousRepresentative, James Langevin]
-
A.
Stephen B. Luce
Stephen B. Luce was a U.S. Navy officer and educator best known for pioneering modern naval professional education and serving as the founding president of the Naval War College.
-
B.
Paul J. LeBlanc
Paul J. LeBlanc is an American higher education leader known for transforming Southern New Hampshire University into one of the largest and most innovative online universities in the United States.
-
C.
Hal Lieberman
Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
-
D.
Michael P. Leahy
Michael P. Leahy is an American politician and attorney who has served as the Secretary of State of Tennessee.
-
E.
Duncan Sullivan
Duncan Sullivan is a minor character on the television show "Friends," known as Phoebe Buffay’s gay Canadian ice dancer husband whom she married to help him get a green card.
- 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: James Langevin Triple: [Rhode Island's 2nd congressional district, previousRepresentative, James Langevin]
Generated description
James Langevin is an American Democratic politician who served for over two decades in the U.S. House of Representatives, becoming the first quadriplegic member of Congress and a prominent advocate for disability rights and national security issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Langevin Target entity description: James Langevin is an American Democratic politician who served for over two decades in the U.S. House of Representatives, becoming the first quadriplegic member of Congress and a prominent advocate for disability rights and national security issues.
-
A.
Stephen B. Luce
Stephen B. Luce was a U.S. Navy officer and educator best known for pioneering modern naval professional education and serving as the founding president of the Naval War College.
-
B.
Paul J. LeBlanc
Paul J. LeBlanc is an American higher education leader known for transforming Southern New Hampshire University into one of the largest and most innovative online universities in the United States.
-
C.
Hal Lieberman
Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
-
D.
Michael P. Leahy
Michael P. Leahy is an American politician and attorney who has served as the Secretary of State of Tennessee.
-
E.
Duncan Sullivan
Duncan Sullivan is a minor character on the television show "Friends," known as Phoebe Buffay’s gay Canadian ice dancer husband whom she married to help him get a green card.
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb605f5948190ab6b20887c4b6833 |
completed | April 14, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb807af081908dd56caf3d06550f |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfdfabca88190ab7b173febf7bea1 |
completed | May 8, 2026, 3:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfe624dd88190986cca4b1d71d002 |
completed | May 8, 2026, 3:16 p.m. |
Created at: April 10, 2026, 1:28 a.m.