Triple
T9251852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Chadian Civil War |
E222343
|
entity |
| Predicate | majorBattle |
P259
|
FINISHED |
| Object |
Battle of N’Djamena (February 2008)
The Battle of N’Djamena (February 2008) was a major rebel assault on Chad’s capital in which insurgent forces briefly seized large parts of the city in an attempt to overthrow President Idriss Déby’s government.
|
E222343
|
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: Battle of N’Djamena (February 2008) | Statement: [Second Chadian Civil War, majorBattle, Battle of N’Djamena (February 2008)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of N’Djamena (February 2008) Context triple: [Second Chadian Civil War, majorBattle, Battle of N’Djamena (February 2008)]
-
A.
Battle of Sirte (2011)
The Battle of Sirte (2011) was a major and decisive confrontation in the Libyan Civil War in which anti-Gaddafi forces captured Muammar Gaddafi’s hometown, leading directly to his capture and death and marking the effective end of his regime.
-
B.
Battle of Sirte (2016)
The Battle of Sirte (2016) was a major military campaign in the Second Libyan Civil War in which forces aligned with Libya’s UN-backed Government of National Accord, supported by U.S. airstrikes, fought to expel Islamic State militants from the coastal city of Sirte.
-
C.
Battle of Faya-Largeau (1980)
The Battle of Faya-Largeau (1980) was a key Cold War-era clash in northern Chad in which Libyan-backed forces seized the strategic town of Faya-Largeau, significantly escalating Libyan involvement in the Chadian civil war.
-
D.
Second Chadian Civil War
The Second Chadian Civil War was a major internal conflict in Chad from 2005 to 2010, involving rebel groups fighting to overthrow President Idriss Déby amid regional instability and foreign interference.
-
E.
Battle of Benghazi (2011)
The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
- 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: Battle of N’Djamena (February 2008) Triple: [Second Chadian Civil War, majorBattle, Battle of N’Djamena (February 2008)]
Generated description
The Battle of N’Djamena (February 2008) was a major rebel assault on Chad’s capital in which insurgent forces briefly seized large parts of the city in an attempt to overthrow President Idriss Déby’s government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of N’Djamena (February 2008) Target entity description: The Battle of N’Djamena (February 2008) was a major rebel assault on Chad’s capital in which insurgent forces briefly seized large parts of the city in an attempt to overthrow President Idriss Déby’s government.
-
A.
Battle of Sirte (2011)
The Battle of Sirte (2011) was a major and decisive confrontation in the Libyan Civil War in which anti-Gaddafi forces captured Muammar Gaddafi’s hometown, leading directly to his capture and death and marking the effective end of his regime.
-
B.
Battle of Sirte (2016)
The Battle of Sirte (2016) was a major military campaign in the Second Libyan Civil War in which forces aligned with Libya’s UN-backed Government of National Accord, supported by U.S. airstrikes, fought to expel Islamic State militants from the coastal city of Sirte.
-
C.
Battle of Faya-Largeau (1980)
The Battle of Faya-Largeau (1980) was a key Cold War-era clash in northern Chad in which Libyan-backed forces seized the strategic town of Faya-Largeau, significantly escalating Libyan involvement in the Chadian civil war.
-
D.
Second Chadian Civil War
chosen
The Second Chadian Civil War was a major internal conflict in Chad from 2005 to 2010, involving rebel groups fighting to overthrow President Idriss Déby amid regional instability and foreign interference.
-
E.
Battle of Benghazi (2011)
The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
- F. None of above.
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_69ca841d2b18819089f9faf5b2c2aec0 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd05fb1454819098f452846ca4ca61 |
completed | April 1, 2026, 11:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09bd3fb4c8190a7fa9a60c7f286a0 |
completed | April 4, 2026, 5:04 a.m. |
| NEDg | Description generation | batch_69d09cf11e488190b61f4a61002454e6 |
completed | April 4, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09e2069048190ac22b738fa324771 |
completed | April 4, 2026, 5:14 a.m. |
Created at: March 30, 2026, 7:31 p.m.