Triple
T1946063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chadian–Libyan conflict |
E42056
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E220639
|
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 Faya-Largeau (1980) | Statement: [Chadian–Libyan conflict, hasPart, Battle of Faya-Largeau (1980)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Faya-Largeau (1980) Context triple: [Chadian–Libyan conflict, hasPart, Battle of Faya-Largeau (1980)]
-
A.
Battle of Annual 1921
The Battle of Annual in 1921 was a disastrous defeat for Spanish colonial forces in northern Morocco, marking a major turning point in the Rif War and boosting the Rifian independence movement.
-
B.
Battle of Sana'a
The Battle of Sana'a was a decisive 1967–1968 confrontation in Yemen’s capital that effectively ended the North Yemen Civil War by securing republican control over the country.
-
C.
Battle of Gabon
The Battle of Gabon was a 1940 World War II campaign in French Equatorial Africa in which Free French and Allied forces seized control of Vichy-held Gabon, consolidating Free French authority in central Africa.
-
D.
Battle of Bir Hakeim
The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
-
E.
Battle of El Guettar
The Battle of El Guettar was a key World War II engagement in Tunisia where U.S. forces, under General Patton, successfully halted and repelled German armored attacks, marking an important step in the Allies’ North African campaign.
- 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 Faya-Largeau (1980) Triple: [Chadian–Libyan conflict, hasPart, Battle of Faya-Largeau (1980)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Faya-Largeau (1980) Target entity description: 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.
-
A.
Battle of Annual 1921
The Battle of Annual in 1921 was a disastrous defeat for Spanish colonial forces in northern Morocco, marking a major turning point in the Rif War and boosting the Rifian independence movement.
-
B.
Battle of Sana'a
The Battle of Sana'a was a decisive 1967–1968 confrontation in Yemen’s capital that effectively ended the North Yemen Civil War by securing republican control over the country.
-
C.
Battle of Gabon
The Battle of Gabon was a 1940 World War II campaign in French Equatorial Africa in which Free French and Allied forces seized control of Vichy-held Gabon, consolidating Free French authority in central Africa.
-
D.
Battle of Bir Hakeim
The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
-
E.
Battle of El Guettar
The Battle of El Guettar was a key World War II engagement in Tunisia where U.S. forces, under General Patton, successfully halted and repelled German armored attacks, marking an important step in the Allies’ North African campaign.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb300af2481908ae359972843c1ef |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbbcc5688190aad081dc8d119e7f |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc50a3488190afe44ee5125d9ebd |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcdccce48190a2591b90c81ad084 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.