Triple
T9508024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Harding |
E229319
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Shadow State
"Shadow State" is a nonfiction book by journalist Luke Harding that investigates Russia’s covert influence operations and hybrid warfare tactics against Western democracies.
|
E804200
|
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: Shadow State | Statement: [Luke Harding, notableWork, Shadow State]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow State Context triple: [Luke Harding, notableWork, Shadow State]
-
A.
Secret State
Secret State is a British political thriller miniseries starring Gabriel Byrne as a deputy prime minister uncovering a high-level conspiracy involving government and corporate interests.
-
B.
The Hidden
The Hidden is a 1987 science fiction horror film about a parasitic alien criminal that possesses human bodies to continue its violent crime spree on Earth.
-
C.
State of Play
State of Play is a 2009 political thriller film about a journalist investigating a complex conspiracy involving a congressman, adapted from the acclaimed British television series of the same name.
-
D.
State of Play
State of Play is Sony Interactive Entertainment’s recurring digital showcase series that highlights upcoming PlayStation games and announcements.
-
E.
The Shadow Box
The Shadow Box is a Pulitzer Prize–winning drama by Michael Cristofer that explores the emotional lives of terminally ill patients and their families in a hospice setting.
- 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: Shadow State Triple: [Luke Harding, notableWork, Shadow State]
Generated description
"Shadow State" is a nonfiction book by journalist Luke Harding that investigates Russia’s covert influence operations and hybrid warfare tactics against Western democracies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow State Target entity description: "Shadow State" is a nonfiction book by journalist Luke Harding that investigates Russia’s covert influence operations and hybrid warfare tactics against Western democracies.
-
A.
Secret State
Secret State is a British political thriller miniseries starring Gabriel Byrne as a deputy prime minister uncovering a high-level conspiracy involving government and corporate interests.
-
B.
The Hidden
The Hidden is a 1987 science fiction horror film about a parasitic alien criminal that possesses human bodies to continue its violent crime spree on Earth.
-
C.
State of Play
State of Play is a 2009 political thriller film about a journalist investigating a complex conspiracy involving a congressman, adapted from the acclaimed British television series of the same name.
-
D.
State of Play
State of Play is Sony Interactive Entertainment’s recurring digital showcase series that highlights upcoming PlayStation games and announcements.
-
E.
The Shadow Box
The Shadow Box is a Pulitzer Prize–winning drama by Michael Cristofer that explores the emotional lives of terminally ill patients and their families in a hospice setting.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9855c5e48190a7d8d39b6d601679 |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a2b34948190826b1f58258a4f54 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13bc8ce4081909a58db4014f2748d |
completed | April 4, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c58beb08190ab41485bc7dd9b6d |
completed | April 4, 2026, 4:29 p.m. |
Created at: March 30, 2026, 7:57 p.m.