Triple
T18751822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allan C. Spradling |
E458543
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
James A. Miller
James A. Miller is a biologist and academic known for mentoring prominent researchers such as developmental biologist Allan C. Spradling.
|
E1463059
|
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 A. Miller | Statement: [Allan C. Spradling, doctoralAdvisor, James A. Miller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James A. Miller Context triple: [Allan C. Spradling, doctoralAdvisor, James A. Miller]
-
A.
Thomas L. Miller
Thomas L. Miller was an American television and film producer best known as the co-founder of Miller-Boyett Productions, which created popular sitcoms such as Full House, Family Matters, and Perfect Strangers.
-
B.
Harry B. Miller III
Harry B. Miller III is a film editor best known for his work on major Hollywood productions, including the science fiction action film "The Predator."
-
C.
Herbert J. Miller Jr.
Herbert J. Miller Jr. was an American lawyer who served as a senior U.S. Justice Department official, notably overseeing federal criminal prosecutions during the early 1960s.
-
D.
Edward J. Miller
Edward J. Miller was a film sound department professional known for his work on the 1948 crime drama "Hollow Triumph."
-
E.
Robert H. Miller
Robert H. Miller was an individual of sufficient local or historical significance to be recognized as a notable burial at Parklawn Memorial Park.
- 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 A. Miller Triple: [Allan C. Spradling, doctoralAdvisor, James A. Miller]
Generated description
James A. Miller is a biologist and academic known for mentoring prominent researchers such as developmental biologist Allan C. Spradling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James A. Miller Target entity description: James A. Miller is a biologist and academic known for mentoring prominent researchers such as developmental biologist Allan C. Spradling.
-
A.
Thomas L. Miller
Thomas L. Miller was an American television and film producer best known as the co-founder of Miller-Boyett Productions, which created popular sitcoms such as Full House, Family Matters, and Perfect Strangers.
-
B.
Harry B. Miller III
Harry B. Miller III is a film editor best known for his work on major Hollywood productions, including the science fiction action film "The Predator."
-
C.
Herbert J. Miller Jr.
Herbert J. Miller Jr. was an American lawyer who served as a senior U.S. Justice Department official, notably overseeing federal criminal prosecutions during the early 1960s.
-
D.
Edward J. Miller
Edward J. Miller was a film sound department professional known for his work on the 1948 crime drama "Hollow Triumph."
-
E.
Robert H. Miller
Robert H. Miller was an individual of sufficient local or historical significance to be recognized as a notable burial at Parklawn Memorial Park.
- 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_69d8d394dc308190b6725073f5db324c |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e579ed4e6881908791f2a6250010a6 |
completed | April 20, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0947285210819089446cb626a46d4e |
completed | May 17, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_6a0947c3422c8190adecb8a91e3ebe31 |
completed | May 17, 2026, 4:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09489195b88190bdfb0c1b2d6d35e2 |
completed | May 17, 2026, 4:48 a.m. |
Created at: April 10, 2026, 11:51 a.m.