Triple
T16525213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Without Fail |
E401416
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Secret Service agent M.E. Froelich
Secret Service agent M.E. Froelich is a key character in Lee Child's Jack Reacher novel "Without Fail," serving as a determined and professional protector of the Vice President–elect.
|
E1217994
|
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: Secret Service agent M.E. Froelich | Statement: [Without Fail, featuresCharacter, Secret Service agent M.E. Froelich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secret Service agent M.E. Froelich Context triple: [Without Fail, featuresCharacter, Secret Service agent M.E. Froelich]
-
A.
CIA officer Jacob Esterline
Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
-
B.
Agent Fowler
Agent Fowler is a recurring human government liaison to the Autobots in the animated series "Transformers: Prime," known for his gruff demeanor and dedication to protecting Earth.
-
C.
CIA operative Fran Madison
CIA operative Fran Madison is a fictional intelligence agent who works alongside Dr. Mark Clyne in covert operations.
-
D.
Felix Leiter
Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
-
E.
FBI Special Agent Adam Frawley
FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
- 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: Secret Service agent M.E. Froelich Triple: [Without Fail, featuresCharacter, Secret Service agent M.E. Froelich]
Generated description
Secret Service agent M.E. Froelich is a key character in Lee Child's Jack Reacher novel "Without Fail," serving as a determined and professional protector of the Vice President–elect.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Secret Service agent M.E. Froelich Target entity description: Secret Service agent M.E. Froelich is a key character in Lee Child's Jack Reacher novel "Without Fail," serving as a determined and professional protector of the Vice President–elect.
-
A.
CIA officer Jacob Esterline
Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
-
B.
Agent Fowler
Agent Fowler is a recurring human government liaison to the Autobots in the animated series "Transformers: Prime," known for his gruff demeanor and dedication to protecting Earth.
-
C.
CIA operative Fran Madison
CIA operative Fran Madison is a fictional intelligence agent who works alongside Dr. Mark Clyne in covert operations.
-
D.
Felix Leiter
Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
-
E.
FBI Special Agent Adam Frawley
FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32ed323c081908218460aa4ae3cf6 |
completed | April 18, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00608d36dc8190a094fa4513147c85 |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a0061a6e1e88190a5efe0430db0bd9b |
completed | May 10, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00627908988190803707069872e4c5 |
completed | May 10, 2026, 10:48 a.m. |
Created at: April 10, 2026, 5:14 a.m.