Triple
T7475621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abigail Noel Fisher |
E176624
|
entity |
| Predicate | hasLegalRepresentationBy |
P8814
|
FINISHED |
| Object |
Edward Blum (strategist behind the case)
Edward Blum is a conservative legal strategist known for orchestrating high-profile challenges to affirmative action and voting rights laws in the United States.
|
E666841
|
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: Edward Blum (strategist behind the case) | Statement: [Abigail Noel Fisher, hasLegalRepresentationBy, Edward Blum (strategist behind the case)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Blum (strategist behind the case) Context triple: [Abigail Noel Fisher, hasLegalRepresentationBy, Edward Blum (strategist behind the case)]
-
A.
Theodore Twombly
Theodore Twombly is the introspective, emotionally sensitive protagonist of the film "Her," who develops a complex romantic relationship with an advanced operating system.
-
B.
Jeffrey A. Rosen
Jeffrey A. Rosen is an American lawyer and government official who has served in senior roles at the U.S. Department of Transportation and later as Deputy Attorney General of the United States.
-
C.
Hamilton McKown Twombly
Hamilton McKown Twombly was a prominent 19th-century American businessman and railroad executive closely associated with the wealthy Vanderbilt family through his marriage to Florence Adele Vanderbilt.
-
D.
John Kitzmiller
John Kitzmiller was an American actor best known for his roles in European cinema, particularly Italian neorealist films, and for being one of the first African-American actors to gain prominence in postwar European film.
-
E.
Michael Ogletree
Michael Ogletree is a drummer best known for his work with the Scottish rock band Simple Minds during the early 1980s.
- 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: Edward Blum (strategist behind the case) Triple: [Abigail Noel Fisher, hasLegalRepresentationBy, Edward Blum (strategist behind the case)]
Generated description
Edward Blum is a conservative legal strategist known for orchestrating high-profile challenges to affirmative action and voting rights laws in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Blum (strategist behind the case) Target entity description: Edward Blum is a conservative legal strategist known for orchestrating high-profile challenges to affirmative action and voting rights laws in the United States.
-
A.
Theodore Twombly
Theodore Twombly is the introspective, emotionally sensitive protagonist of the film "Her," who develops a complex romantic relationship with an advanced operating system.
-
B.
Jeffrey A. Rosen
Jeffrey A. Rosen is an American lawyer and government official who has served in senior roles at the U.S. Department of Transportation and later as Deputy Attorney General of the United States.
-
C.
Hamilton McKown Twombly
Hamilton McKown Twombly was a prominent 19th-century American businessman and railroad executive closely associated with the wealthy Vanderbilt family through his marriage to Florence Adele Vanderbilt.
-
D.
John Kitzmiller
John Kitzmiller was an American actor best known for his roles in European cinema, particularly Italian neorealist films, and for being one of the first African-American actors to gain prominence in postwar European film.
-
E.
Michael Ogletree
Michael Ogletree is a drummer best known for his work with the Scottish rock band Simple Minds during the early 1980s.
- 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_69c69f236ce08190a04d7679f03b29b2 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f41951348190a740b3957a73f825 |
completed | March 27, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83489a8208190b0380edcd18a1246 |
completed | March 28, 2026, 8:05 p.m. |
| NEDg | Description generation | batch_69c836441e3081909671c8c118429eb5 |
completed | March 28, 2026, 8:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c836c34a488190a84e0136bc02f1cd |
completed | March 28, 2026, 8:14 p.m. |
Created at: March 27, 2026, 3:41 p.m.