Triple
T16525178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Echo Burning |
E401415
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Hack Walker
Hack Walker is a fictional character appearing in Lee Child’s Jack Reacher novel "Echo Burning."
|
E1217993
|
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: Hack Walker | Statement: [Echo Burning, featuresCharacter, Hack Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hack Walker Context triple: [Echo Burning, featuresCharacter, Hack Walker]
-
A.
Max Walker
Max Walker is the time-traveling police officer protagonist of the sci-fi action film "Timecop," portrayed by Jean-Claude Van Damme.
-
B.
Andre Walker
Andre Walker is a character from the Nickelodeon live-action sitcom "Cousin Skeeter," which centers on the misadventures of a wisecracking puppet and his human family.
-
C.
Reuben Lindsay Walker
Reuben Lindsay Walker was a Confederate brigadier general and artillery commander in the American Civil War, noted for leading artillery units in key campaigns of the Army of Northern Virginia.
-
D.
Clark Walker
Clark Walker is a film producer known for his work on the crime drama movie "The Newton Boys."
-
E.
Melvin Walker
Melvin Walker was a son of pioneering African American businesswoman and banker Maggie L. Walker.
- 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: Hack Walker Triple: [Echo Burning, featuresCharacter, Hack Walker]
Generated description
Hack Walker is a fictional character appearing in Lee Child’s Jack Reacher novel "Echo Burning."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hack Walker Target entity description: Hack Walker is a fictional character appearing in Lee Child’s Jack Reacher novel "Echo Burning."
-
A.
Max Walker
Max Walker is the time-traveling police officer protagonist of the sci-fi action film "Timecop," portrayed by Jean-Claude Van Damme.
-
B.
Andre Walker
Andre Walker is a character from the Nickelodeon live-action sitcom "Cousin Skeeter," which centers on the misadventures of a wisecracking puppet and his human family.
-
C.
Reuben Lindsay Walker
Reuben Lindsay Walker was a Confederate brigadier general and artillery commander in the American Civil War, noted for leading artillery units in key campaigns of the Army of Northern Virginia.
-
D.
Clark Walker
Clark Walker is a film producer known for his work on the crime drama movie "The Newton Boys."
-
E.
Melvin Walker
Melvin Walker was a son of pioneering African American businesswoman and banker Maggie L. Walker.
- 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.