Triple
T18441897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philip Latham |
E450548
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Troubleshooters
The Troubleshooters is a science fiction novel by Philip Latham that blends space adventure with scientifically grounded speculation.
|
E1325736
|
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: The Troubleshooters | Statement: [Philip Latham, notableWork, The Troubleshooters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Troubleshooters Context triple: [Philip Latham, notableWork, The Troubleshooters]
-
A.
The Trouble
"The Trouble" is a song by American singer-songwriter Sabrina Carpenter from her album "On Purpose."
-
B.
Trouble Shooter
"Trouble Shooter" is a Western novel by Ernest Haycox, known for its vivid frontier setting and classic themes of conflict, justice, and rugged individualism.
-
C.
The Infiltrators
The Infiltrators is a spy novel by Donald Hamilton featuring secret agent Matt Helm in a tense Cold War-era mission filled with deception and action.
-
D.
The Ambushers
The Ambushers is a 1963 spy novel by Donald Hamilton featuring secret agent Matt Helm in a hard-edged, realistic take on Cold War espionage.
-
E.
The Defrauders
The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
- 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: The Troubleshooters Triple: [Philip Latham, notableWork, The Troubleshooters]
Generated description
The Troubleshooters is a science fiction novel by Philip Latham that blends space adventure with scientifically grounded speculation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Troubleshooters Target entity description: The Troubleshooters is a science fiction novel by Philip Latham that blends space adventure with scientifically grounded speculation.
-
A.
The Trouble
"The Trouble" is a song by American singer-songwriter Sabrina Carpenter from her album "On Purpose."
-
B.
Trouble Shooter
"Trouble Shooter" is a Western novel by Ernest Haycox, known for its vivid frontier setting and classic themes of conflict, justice, and rugged individualism.
-
C.
The Infiltrators
The Infiltrators is a spy novel by Donald Hamilton featuring secret agent Matt Helm in a tense Cold War-era mission filled with deception and action.
-
D.
The Ambushers
The Ambushers is a 1963 spy novel by Donald Hamilton featuring secret agent Matt Helm in a hard-edged, realistic take on Cold War espionage.
-
E.
The Defrauders
The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
- 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_69d8d381d6388190a9e94e9c658174e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e51c11b1288190b9ed4497751197d1 |
completed | April 19, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fdb4c648190aa56212c3c1e15ce |
completed | May 13, 2026, 5:44 a.m. |
| NEDg | Description generation | batch_6a0418c2621481909497c663272f5407 |
completed | May 13, 2026, 6:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a041bca3d688190972d5c0d5bba70ed |
completed | May 13, 2026, 6:35 a.m. |
Created at: April 10, 2026, 11:30 a.m.